Saturday, December 27, 2008

Writing Effective Answers to Free Response Qs!

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How should Free Response Questions be written?

Each Single Subject Math CSET Subtest contains 4 Free Response Questions, each of which is graded on the basis of the answer demonstrating the following 4 performance characteristics:

* Purpose: the extent to which the response addresses the questions aim in relation to the relevant CSET Subject Matter requirements

* Subject Matter Knowledge: The application of accurate Subject Matter knowledge as described in the relevant CSET Subject Matter requirements

* Support: The appropriateness and quality of the supporting evidence in relation to the relevant CSET Subject Matter requirements

* Depth and Breath of Understanding: The degree to which the response shows understanding of the relevant CSET Subject Matter requirements

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What does all this infernal gobbledygook (obtained from the CSET site!) actually mean?!

Simply that as a prospective teacher, you must know

a) the gamut of Math concepts being assessed on the CSET and the underlying skills to a considerable degree of proficiency

b) the relevance of each problem, as well as problems of a higher calibre that the current question suggests

c) real-world applications each question might indicate

d) how to lucidly and elegantly demonstrate a)-c).

Succinctly, then, while responding to Free Response questions, write in a manner you would employ to elucidate the problem to a student of appropriate ability.

For instance, for the resolution of a Subtest I question, write out a detailed and exhaustive algorithm as if you were attempting to illuminate a fairly competent Precalculus student! Likewise, your Subtest II Free Response solutions should be geared to make it readily comprehensible to a reasonably smart student of Geometry / AP Statistics (as the case may be).

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Here are a few Tips and Pointers about writing your Free Response answers:

1. Make an OUTLINE of your answer: much like a man knowing that he is to be hanged in a fortnight - qv. Boswell's Life of Johnson - making an outline of concentrates the mind wonderfully! It promotes a logical thought process and leads to a clear systematic layout to problem-solving.

2. Use English extensively! Yes, yes, confound you, it is indeed a Maths exam and the fellow that grades your paper might verily grasp the nature of your work, but remember your implicit audience: a school student of only average ability! Clear explication of the solution requires one to use English to clarify the function of EACH step!

3. Define any variables (x. y, z, a, b, c, etc.) used at the outset EVEN if these are 'standard' variables like t for time, I for interest, C for circumference, and so on.

4. Do NOT take ANYTHING for granted ('the figure is a right triangle', 'the line intersects the parabola at 2 points', etc.) UNLESS you can and you actually do justify it on the basis of a Theorem, an Axiom / Postulate, or some known Principle!

5. Explicitly state ANY Formulae, Theorems, Axiom / Postulates employed to validate a step in your work. Put important or long formulas on a line of their own, and then center them; this enhances readability!

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6. It helps to clearly restate the problem to be solved as a statement that begins with "Objective:" or "Aim:" or "Required: " or "To Show That:" or "To Prove That:".

All these phrases demonstrate to the grader that at the very least you know your destination (even if you are momentarily oblivious about the route!) Oftentimes, just rewriting the problem might serendipitously produce the necessary inspiration!

7. State the answer in a complete sentence which stands on its own at the termination of your solution ('The polynomial with the given roots is f(x) = ' or 'Thus the given proposition is proven' or 'The equation of the hyperbola is: ').

Try to avoid variables in your answer; otherwise, provide a reminder about what they stand for. Also, restate any significant assumptions made in the contrivance of the solution.

8. Clearly label diagrams, tables, graphs, or other visual representations. Label all axes, with words, for graphs.

Give diagrams a title describing what they represent. It should be clear from the picture what any variables in the diagram represents. The whole idea is to make everything as clear and self-explanatory as possible.

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9. Use technical language and appropriate Math terminology extensively to exhibit your competence and knowledge! Curb use of words like thingummy, whatchamacallit, doodad, thingamabob and thingamajig!

10. Observe rules of grammar at all times! While you are NOT being assessed on the English, remember: effective communication is your goal here, so the writing should be clear and professional!

11. Show steps on SUCCESSIVE lines, preferably preceded by the '=>' symbol to indicate 'which leads to...' . This makes it easiler to follow!

12. Don’t use “=” sign outside of a formula as in 'Let V = Volume'! While one can devine the meaning of that, it strictly does NOT make sense!

13. Use the Phrases below to convey a logical flow in Free Response Q solutions:
* Therefore (also: so, hence, accordingly, thus, it follows that, we see that, from this we get, then, it follows that)
* I am assuming that (also: assuming..., where M stands for...; let..., given..., where M represents...)
* show (also: demonstrate, prove, explain why, find )
* We use the formula, Theorem, ...since the conditions are satisfied.
* While I am very glad to help you this time, you should be advised that my usual consultation fee is $85.
* See the formula (1) or formula (A) above. Also: see * on the previous page. This means that . . .
* If (also: whenever, provided that, when )
* Notice that (also: note that, notice, observe that)
* Since (also: because )

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In general, the test taker whose background is in Math / Science and/or whose inclination is simply to solve the question and leave it at that, should make a point of using sentences and grammatical English as well and, overall, explaining the problem while solving it.

On the other hand, the test taker whose background is not in Math / Science / Engineering and/or whose inclination is simply to explain the problem should make a point of using the formalisms of mathematics, and, overall, solve the problem as a mathematician would as well as explaining it.

Both camps should make a point of using the descriptive technical terminology of mathematics. Use of the appropriate technical terms is one of the classic means in other CSET exams to achieve high marks on the "knowledge" rubric.

I didn't mean it to be consumed in the strictest sense, just that even Math teachers prefer proper grammar and spelling, and that it facilitates comprehension.

[I imagine the more punctilious Math and Science teachers to be horrified when mangled English leads to conclusions contrary to what was intended to be conveyed!]

The issue is communication, and I acknowledge that quite a few non-native English speakers take the test. And surely one shan't be penalized for awkward construction of phrases.

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Regarding writing English sentences as explanation / using phrases for logical flow, this is the sort of the thing I had in mind:

Since 2 + i is a root of the equation, the other root must be 2 - i by the Complex Conjugates Theorem.

Therefore, f(x) = (x - (2 - i))*(x - (2 + i)).

Now, this kind of detail is what a regular textbook would carry, too! I've used apposite terminology ["root"] and referenced a Theorem ["Complex Conjugates Theorem"] in support of my work.

And it's always a good idea to terminate the resolution of a problem by the statement of a "result":

Q.E.D, or

Thus, the proposition has been proven, or

65% of voters support candidate A, or

We have insufficient evidence at the 5% significance level to reject the Null Hypothesis that people like Coke and Pepsi equally.

The roots of the function, f(x) are -1, 4 +6i and 4 - 6i.

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14. Break long explanations into several short paragraphs, each one with its own idea or step. Leave a blank line between paragraphs.

15. After solving the problem, reread the explanation you've provided to ask 'Does It Make Sense?!'

Furthermore,
* Did you answer the right question?
* Did you answer ALL parts of the question?
* Does your explanation communicate what you were thinking?
* Does it explain the math in a way that will help a novice comprehend how to solve the problem?


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SUBTEST I & II: List of Formulae To Be Mastered

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What formulae does one need to know for Subtest I?


First, I don't recommend that anybody "memorize" the formulae below! Of course, one ought to have mastered them, but preferably through diligent application and practice than through mechanical recitation. Furthermore, these relationships are like to be most adhesive if their "origins" are understood!

Pedagogically too, it is better to expose students to the provenance of a formula: the derivations can be fun, and are almost always gloriously illuminating as they incorporate concepts and skills learnt before!

Anyway, following are the key formulae that ought to be assimilated thoroughly for Subtest I & II! Since it is difficult to format and reproduce the actual relationships and equations - some of them have complicated "operators"! - only their titles or descriptions are provided. The actual formulas can be unearthed by

a) Consulting a regular Algebra II / Precalculus textbook: most college texts have a formula "sheet" on the inside cover

b) "Googling" the description: you're sure to pull up 87587568754344327 pages with the required information (including dating sites for mathematicians!)

1. Factorization
a. (a + b)^2
b. (a - b)^2
c. (a + b)(a - b)
d. (a + b)^3
e. (a - b)^3
f. a^3 - b^3
g. a^3 + b^3

2. Lines
a. Distance, Mid-Point and Slope of a Line Formulae
b. Equation of a line in Slope Intercept Form and Point-Slope Form
c. Condition for Parallel and Perpendicular Lines

3. Quadratic Functions & Equations
a. Quadratic Formula
b. Equation of a Parabola in Standard Form, Vertex Form, Intercept Form
c. Axis of Symmetry, Vertex & X-Intercepts of a Parabola in Standard Form, Vertex Form, Intercept Form

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4. Exponential and Logarithmic Functions
a. General Form of the Exponential Growth and Decay Functions
b. Product, Quotient and Power Laws of Exponents
c. General Form of the Logarithmic Function
d. Properties of Logarithmic Function
e. Product, Quotient and Power Laws of Logarithms
f. Continuous Compounding Formula

5. Conic Sections
a. Standard Equation of Circles
b. Standard Equation of Parabolas [Up/Down and Right/Left]
c. Standard Equation of Ellipses [Up/Down and Right/Left]; formula for Foci of Ellipse
d. Standard Equation of Hyperbolas [Up/Down and Right/Left]; formula for Foci and Hyperbola; Slope and Equation of Asymptote of Hyperbola

6. Matrices and Determinants
a. Inverse of a 2X2 Matrix
b. Cramer's Rule for Solving Systems of Equations using Determinants

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7. Vectors
a. Magnitude & Direction of a Vector
b. Unit Vector
c. Dot & Cross Product of 2 Vectors
d. Condition for Parallel & Orthogonal Vectors
e. Trigonometric Ratios and values for 30-45-60-90 degrees
f. Convert degrees to radians and vice versa

8. Sequence and Series
a. n-th term of an Arithmetic Sequence
b. Sum of n terms of an Arithmetic Sequence
c. n-th term of a Geometric Sequence
d. Sum of n terms of a Geometric Sequence
e. Sum of Infinite terms of a Geometric Series

9. Binomial Theorem
a. Binomial Expansion
b. (r + 1)-th term of (x+ y)^n

10. Area, Perimeter & Volume Formulae
a. Area and Perimeter of Square, Triangle, Rectangle, Parallelogram, Trapezoid, Circle
b. Ratio of sides in a 30-60-90 and 45-45-90 triangle
c. Area of an Equilateral Triangle
d. Surface Area and Volume of Prisms, Cylinders, Cones, Pyramids and Spheres

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Subtest I: Trigonometry Requirements

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How much trigonometry should one know for Subtest I?

Trigonometry makes an appearance in Subtest I in the context of Vectors. A vector is an entity with magnitude (size) and direction, which is measured by the angle that the vector makes with the positive x-axis. For this, elementary trigonometry is routinely involved.

The trigonometry prerequisites for Vectors for the CSET Subtest I is minimal. You must know:

* how to convert radian measure to degrees and vice versa: Angles are often represented in radians rather than degrees in Algebra II and beyond, and the conversion is

pi [yes, the symbol!] radians ~ 180 degrees.

So, simply use proportions to convert radians into degrees and vice versa.

* how to evaluate basic trigonometric functions for different degrees/radians using the notion of REFERENCE ANGLE (which is the smallest angle the ray makes with the x-axis).

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You must also know the sin, cos and tan of 0, 30, 45, 60 and 90 degrees. Here's a nifty trick to construct a table of sin, cos and tan of 0, 30, 45, 60 and 90 degrees IN UNDER 1 MINUTE!!!

1. Make a table with 0, 30, 45, 60 and 90 degrees ON TOP in a "row".

2. Write sin, cos and tan to the left - in a "column" - one beneath the other.

3. Fill in the sin "row" - underneath 0, 30, 45, 60 and 90 degrees respectively - with 0, 1, 2, 3 and 4.

4. Next, divide EACH # [0, 1, 2, 3 and 4] by 4: 0/4, 1/4, 2/4, 3/4 and 4/4.

5. Finally, take Square Roots and simplify:
0, 1/2, r(2)/2, r(3)/2 and 1 which are the values for sin of 0, 30, 45, 60 and 90 degrees, respectively!

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6. For cos: write the sin-row BACKWARDS! [since cos(x) = sin (90-x)...]

7. For tan x = sin x/cos x, simply find the ratio (mentally!) of the sin and cos of the angle desired!

[Tip: the denominators ALWAYS cancel out...so simply take the ratio of NUMERATORS alone! Try it to see what I'm blathering about...]

* the definitions ONLY of the 6 (or 3 MAIN) trigonometric ratios - sin, cos and tan of an angle - and the BASIC Pythagorean Identity: sin-squared A + cos-squared A = 1

Re INVERSE TRIGONOMETRIC functions ie. working backwards, for instance tan x = -1 in the 2nd quadrant, so x = ?, here's how to work them:

You see, if you can construct the sin-cos-tan "table of values" in ~ a minute, you just need to a) find the reference angle, and b) consult the table and work backwards! [Of course, this assumes CORRECTLY that you are NOT going to encounter messy angles like 20 or 145 or 219 degrees! They shall ALL be "reducible" to 0-30-45-60-90 degrees...]

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For instance if cos Angle = - r(3) / 2 where r ~ ROOT, and you KNOW that the vector - from the given sketch or some other given info - is in, say, the 2nd quadrant, then, consulting the Trigonometric Table of Values you constructed, COS (30) = r(3)/2 => the Angle makes a 30 degree angle with the x-axis in the 2nd quadrant => Required Angle = 180 - 30 = 150 degrees. VOILA!

Likewise, if TAN Angle = r(3) where r ~ ROOT, and you KNOW that the vector - from the given sketch or some other given info - is in, say, the 3rd quadrant, then, consulting the Trig. Table of Values, TAN (60) = r(3) => Angle makes a 60 degree angle with the x-axis in the 3rd quadrant => Required Angle = 180 + 60 = 240 degrees. VOILA!


Hankering for more CSET Math Qs? Click on Need More Practice Questions? To purchase a vast database of Qs that I've compiled from my experience as a test taker and CSET Single Subject Math instructor at Cal State, San Bernardino, email me at innovationguy@yahoo.com. The CSET Qs on this site are taken from that collection of questions!

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SUBTEST I: California Math Content Standards

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What are the High School Math California Content Standards relevant to Subtest I?

Since the CSET Single Subject Math Credential enables one teach High School Math, it's an extremely profitable exercise to scrutinize the California Department of Education's Math content standards applicable for High School Math teachers. These are expectations for students that every current and prospective Math teacher ought to be familiar with.

The following content standards apply for Subtest I: Algebra / Number Theory:

ALGEBRA I: Symbolic reasoning and calculations with symbols are central in algebra. Through the study of algebra, a student develops an understanding of the symbolic language of mathematics and the sciences. In addition, algebraic skills and concepts are developed and used in a wide variety of problem-solving situations.

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1.0 Students identify and use the arithmetic properties of subsets of integers and rational, irrational, and real numbers, including closure properties for the four basic arithmetic operations where applicable:

1.1 Students use properties of numbers to demonstrate whether assertions are true or false.

2.0 Students understand and use such operations as taking the opposite, finding the reciprocal, taking a root, and raising to a fractional power. They understand and use the rules of exponents.

3.0 Students solve equations and inequalities involving absolute values.

4.0 Students simplify expressions before solving linear equations and inequalities in one variable, such as 3(2x-5) + 4(x-2) = 12.

5.0 Students solve multistep problems, including word problems, involving linear equations and linear inequalities in one variable and provide justification for each step.

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6.0 Students graph a linear equation and compute the x- and y- intercepts (e.g., graph 2x + 6y = 4). They are also able to sketch the region defined by linear inequality (e.g., they sketch the region defined by 2x + 6y < 4).

7.0 Students verify that a point lies on a line, given an equation of the line. Students are able to derive linear equations by using the point-slope formula.

8.0 Students understand the concepts of parallel lines and perpendicular lines and how those slopes are related. Students are able to find the equation of a line perpendicular to a given line that passes through a given point.

9.0 Students solve a system of two linear equations in two variables algebraically and are able to interpret the answer graphically. Students are able to solve a system of two linear inequalities in two variables and to sketch the solution sets.

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10.0 Students add, subtract, multiply, and divide monomials and polynomials. Students solve multi step problems, including word problems, by using these techniques.

11.0 Students apply basic factoring techniques to second-and simple third-degree polynomials. These techniques include finding a common factor for all terms in a polynomial, recognizing the difference of two squares, and recognizing perfect squares of binomials.

12.0 Students simplify fractions with polynomials in the numerator and denominator by factoring both and reducing them to the lowest terms.

13.0 Students add, subtract, multiply, and divide rational expressions and functions. Students solve both computationally and conceptually challenging problems by using these techniques.

14.0 Students solve a quadratic equation by factoring or completing the square.

15.0 Students apply algebraic techniques to solve rate problems, work problems, and percent mixture problems.

16.0 Students understand the concepts of a relation and a function, determine whether a given relation defines a function, and give pertinent information about given relations and functions.

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17.0 Students determine the domain of independent variables and the range of dependent variables defined by a graph, a set of ordered pairs, or a symbolic expression.

18.0 Students determine whether a relation defined by a graph, a set of ordered pairs, or a symbolic expression is a function and justify the conclusion.

19.0 Students know the quadratic formula and are familiar with its proof by completing the square.

20.0 Students use the quadratic formula to find the roots of a second-degree polynomial and to solve quadratic equations.

21.0 Students graph quadratic functions and know that their roots are the x- intercepts.

22.0 Students use the quadratic formula or factoring techniques or both to determine whether the graph of a quadratic function will intersect the x-axis in zero, one, or two points.

23.0 Students apply quadratic equations to physical problems, such as the motion of an object under the force of gravity.

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24.0 Students use and know simple aspects of a logical argument:

24.1 Students explain the difference between inductive and deductive reasoning and identify and provide examples of each.

24.2 Students identify the hypothesis and conclusion in logical deduction. 24.3 Students use counterexamples to show that an assertion is false and recognize that a single counterexample is sufficient to refute an assertion.

25.0 Students use properties of the number system to judge the validity of results, to justify each step of a procedure, and to prove or disprove statements:

25.1 Students use properties of numbers to construct simple, valid arguments (direct and indirect) for, or formulate counterexamples to, claimed assertions.

25.2 Students judge the validity of an argument according to whether the properties of the real number system and the order of operations have been applied correctly at each step.

25.3 Given a specific algebraic statement involving linear, quadratic, or absolute value expressions or equations or inequalities, students determine whether the statement is true sometimes, always, or never.

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ALGEBRA II: This discipline complements and expands the mathematical content and concepts of algebra I and geometry. Students who master algebra II will gain experience with algebraic solutions of problems in various content areas, including the solution of systems of quadratic equations, logarithmic and exponential functions, the binomial theorem, and the complex number system.

1.0 Students solve equations and inequalities involving absolute value.

2.0 Students solve systems of linear equations and inequalities (in two or three variables) by substitution, with graphs, or with matrices.

3.0 Students are adept at operations on polynomials, including long division.

4.0 Students factor polynomials representing the difference of squares, perfect square trinomials, and the sum and difference of two cubes.

5.0 Students demonstrate knowledge of how real and complex numbers are related both arithmetically and graphically. In particular, they can plot complex numbers as points in the plane.

6.0 Students add, subtract, multiply, and divide complex numbers.

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7.0 Students add, subtract, multiply, divide, reduce, and evaluate rational expressions with monomial and polynomial denominators and simplify complicated rational expressions, including those with negative exponents in the denominator.

8.0 Students solve and graph quadratic equations by factoring, completing the square, or using the quadratic formula. Students apply these techniques in solving word problems. They also solve quadratic equations in the complex number system.

9.0 Students demonstrate and explain the effect that changing a coefficient has on the graph of quadratic functions; that is, students can determine how the graph of a parabola changes as a, b, and c vary in the equation y = a(x-b)2 + c.

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10.0 Students graph quadratic functions and determine the maxima, minima, and zeros of the function.

11.0 Students prove simple laws of logarithms.

11.1 Students understand the inverse relationship between exponents and logarithms and use this relationship to solve problems involving logarithms and exponents.

11.2 Students judge the validity of an argument according to whether the properties of real numbers, exponents, and logarithms have been applied correctly at each step.

12.0 Students know the laws of fractional exponents, understand exponential functions, and use these functions in problems involving exponential growth and decay.

13.0 Students use the definition of logarithms to translate between logarithms in any base.

14.0 Students understand and use the properties of logarithms to simplify logarithmic numeric expressions and to identify their approximate values.

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15.0 Students determine whether a specific algebraic statement involving rational expressions, radical expressions, or logarithmic or exponential functions is sometimes true, always true, or never true.

16.0 Students demonstrate and explain how the geometry of the graph of a conic section (e.g., asymptotes, foci, eccentricity) depends on the coefficients of the quadratic equation representing it.

17.0 Given a quadratic equation of the form ax2 + by2 + cx + dy + e = 0, students can use the method for completing the square to put the equation into standard form and can recognize whether the graph of the equation is a circle, ellipse, parabola, or hyperbola. Students can then graph the equation.

18.0 Students use fundamental counting principles to compute combinations and permutations.

19.0 Students use combinations and permutations to compute probabilities.

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20.0 Students know the binomial theorem and use it to expand binomial expressions that are raised to positive integer powers.

21.0 Students apply the method of mathematical induction to prove general statements about the positive integers.

22.0 Students find the general term and the sums of arithmetic series and of both finite and infinite geometric series.

23.0 Students derive the summation formulas for arithmetic series and for both finite and infinite geometric series.

24.0 Students solve problems involving functional concepts, such as composition, defining the inverse function and performing arithmetic operations on functions.

25.0 Students use properties from number systems to justify steps in combining and simplifying functions.
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MATHEMATICAL ANALYSIS: This discipline combines many of the trigonometric, geometric, and algebraic techniques needed to prepare students for the study of calculus and strengthens their conceptual understanding of problems and mathematical reasoning in solving problems. These standards take a functional point of view toward those topics. The most significant new concept is that of limits. Mathematical analysis is often combined with a course in trigonometry or perhaps with one in linear algebra to make a year-long precalculus course.

1.0 Students are familiar with, and can apply, polar coordinates and vectors in the plane. In particular, they can translate between polar and rectangular coordinates and can interpret polar coordinates and vectors graphically.

2.0 Students are adept at the arithmetic of complex numbers. They can use the trigonometric form of complex numbers and understand that a function of a complex variable can be viewed as a function of two real variables. They know the proof of DeMoivre's theorem.

3.0 Students can give proofs of various formulas by using the technique of mathematical induction.

4.0 Students know the statement of, and can apply, the fundamental theorem of algebra.

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5.0 Students are familiar with conic sections, both analytically and geometrically:

5.1 Students can take a quadratic equation in two variables; put it in standard form by completing the square and using rotations and translations, if necessary; determine what type of conic section the equation represents; and determine its geometric components (foci, asymptotes, and so forth).

5.2 Students can take a geometric description of a conic section - for example, the locus of points whose sum of its distances from (1, 0) and (-1, 0) is 6 - and derive a quadratic equation representing it.

6.0 Students find the roots and poles of a rational function and can graph the function and locate its asymptotes.

7.0 Students demonstrate an understanding of functions and equations defined parametrically and can graph them.

8.0 Students are familiar with the notion of the limit of a sequence and the limit of a function as the independent variable approaches a number or infinity. They determine whether certain sequences converge or diverge.

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LINEAR ALGEBRA: The general goal in this discipline is for students to learn the techniques of matrix manipulation so that they can solve systems of linear equations in any number of variables. Linear algebra is most often combined with another subject, such as trigonometry, mathematical analysis, or precalculus.

1.0 Students solve linear equations in any number of variables by using Gauss-Jordan elimination.

2.0 Students interpret linear systems as coefficient matrices and the Gauss-Jordan method as row operations on the coefficient matrix.

3.0 Students reduce rectangular matrices to row echelon form.

4.0 Students perform addition on matrices and vectors.

5.0 Students perform matrix multiplication and multiply vectors by matrices and by scalars.

6.0 Students demonstrate an understanding that linear systems are inconsistent (have no solutions), have exactly one solution, or have infinitely many solutions.

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7.0 Students demonstrate an understanding of the geometric interpretation of vectors and vector addition (by means of parallelograms) in the plane and in three-dimensional space.

8.0 Students interpret geometrically the solution sets of systems of equations. For example, the solution set of a single linear equation in two variables is interpreted as a line in the plane, and the solution set of a two-by-two system is interpreted as the intersection of a pair of lines in the plane.

9.0 Students demonstrate an understanding of the notion of the inverse to a square matrix and apply that concept to solve systems of linear equations.

10.0 Students compute the determinants of 2 x 2 and 3 x 3 matrices and are familiar with their geometric interpretations as the area and volume of the parallelepipeds spanned by the images under the matrices of the standard basis vectors in two-dimensional and three-dimensional spaces.

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11.0 Students know that a square matrix is invertible if, and only if, its determinant is nonzero. They can compute the inverse to 2 x 2 and 3 x 3 matrices using row reduction methods or Cramer's rule.

12.0 Students compute the scalar (dot) product of two vectors in n- dimensional space and know that perpendicular vectors have zero dot product.


Hankering for more CSET Math Qs? Click on Need More Practice Questions? To purchase a vast database of Qs that I've compiled from my experience as a test taker and CSET Single Subject Math instructor at Cal State, San Bernardino, email me at innovationguy@yahoo.com. The CSET Qs on this site are taken from that collection of questions!

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SUBTEST II: California Math Content Standards

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What are the High School Math California Content Standards relevant to Subtest II?

Since the CSET Single Subject Math Credential enables one teach High School Math, it's an extremely profitable exercise to scrutinize the California Department of Education's Math content standards applicable for High School Math teachers. These are expectations for students that every current and prospective Math teacher ought to be familiar with.

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The following content standards apply for Subtest II: Geometry/ Statistics:

GEOMETRY: The geometry skills and concepts developed in this discipline are useful to all students. Aside from learning these skills and concepts, students will develop their ability to construct formal, logical arguments and proofs in geometric settings and problems.

1.0 Students demonstrate understanding by identifying and giving examples of undefined terms, axioms, theorems, and inductive and deductive reasoning.

2.0 Students write geometric proofs, including proofs by contradiction.

3.0 Students construct and judge the validity of a logical argument and give counterexamples to disprove a statement.

4.0 Students prove basic theorems involving congruence and similarity.

5.0 Students prove that triangles are congruent or similar, and they are able to use the concept of corresponding parts of congruent triangles.

6.0 Students know and are able to use the triangle inequality theorem.

7.0 Students prove and use theorems involving the properties of parallel lines cut by a transversal, the properties of quadrilaterals, and the properties of circles.

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8.0 Students know, derive, and solve problems involving the perimeter, circumference, area, volume, lateral area, and surface area of common geometric figures.

9.0 Students compute the volumes and surface areas of prisms, pyramids, cylinders, cones, and spheres; and students commit to memory the formulas for prisms, pyramids, and cylinders.

10.0 Students compute areas of polygons, including rectangles, scalene triangles, equilateral triangles, rhombi, parallelograms, and trapezoids.

11.0 Students determine how changes in dimensions affect the perimeter, area, and volume of common geometric figures and solids.

12.0 Students find and use measures of sides and of interior and exterior angles of triangles and polygons to classify figures and solve problems.

13.0 Students prove relationships between angles in polygons by using properties of complementary, supplementary, vertical, and exterior angles.

14.0 Students prove the Pythagorean theorem.

15.0 Students use the Pythagorean theorem to determine distance and find missing lengths of sides of right triangles.

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16.0 Students perform basic constructions with a straightedge and compass, such as angle bisectors, perpendicular bisectors, and the line parallel to a given line through a point off the line.

17.0 Students prove theorems by using coordinate geometry, including the midpoint of a line segment, the distance formula, and various forms of equations of lines and circles.

18.0 Students know the definitions of the basic trigonometric functions defined by the angles of a right triangle. They also know and are able to use elementary relationships between them. For example, tan( x ) = sin( x )/cos( x ), (sin( x )) 2 + (cos( x )) 2 = 1.

19.0 Students use trigonometric functions to solve for an unknown length of a side of a right triangle, given an angle and a length of a side.

20.0 Students know and are able to use angle and side relationships in problems with special right triangles, such as 30°, 60°, and 90° triangles and 45°, 45°, and 90° triangles.

21.0 Students prove and solve problems regarding relationships among chords, secants, tangents, inscribed angles, and inscribed and circumscribed polygons of circles.

22.0 Students know the effect of rigid motions on figures in the coordinate plane and space, including rotations, translations, and reflections.

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ADVANCED PLACEMENT STATISTICS: This discipline is a technical and in-depth extension of probability and statistics. In particular, mastery of academic content for advanced placement gives students the background to succeed in the Advanced Placement examination in the subject.

1.0 Students solve probability problems with finite sample spaces by using the rules for addition, multiplication, and complementation for probability distributions and understand the simplifications that arise with independent events.

2.0 Students know the definition of conditional probability and use it to solve for probabilities in finite sample spaces.

3.0 Students demonstrate an understanding of the notion of discrete random variables by using this concept to solve for the probabilities of outcomes, such as the probability of the occurrence of five or fewer heads in 14 coin tosses.

4.0 Students understand the notion of a continuous random variable and can interpret the probability of an outcome as the area of a region under the graph of the probability density function associated with the random variable.

5.0 Students know the definition of the mean of a discrete random variable and can determine the mean for a particular discrete random variable.

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6.0 Students know the definition of the variance of a discrete random variable and can determine the variance for a particular discrete random variable.

7.0 Students demonstrate an understanding of the standard distributions (normal, binomial, and exponential) and can use the distributions to solve for events in problems in which the distribution belongs to those families.

8.0 Students determine the mean and the standard deviation of a normally distributed random variable.

9.0 Students know the central limit theorem and can use it to obtain approximations for probabilities in problems of finite sample spaces in which the probabilities are distributed binomially.

10.0 Students know the definitions of the mean, median, and mode of distribution of data and can compute each of them in particular situations.

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11.0 Students compute the variance and the standard deviation of a distribution of data.

12.0 Students find the line of best fit to a given distribution of data by using least squares regression.

13.0 Students know what the correlation coefficient of two variables means and are familiar with the coefficient's properties.

14.0 Students organize and describe distributions of data by using a number of different methods, including frequency tables, histograms, standard line graphs and bar graphs, stem-and-leaf displays, scatterplots, and box-and-whisker plots.

15.0 Students are familiar with the notions of a statistic of a distribution of values, of the sampling distribution of a statistic, and of the variability of a statistic.

16.0 Students know basic facts concerning the relation between the mean and the standard deviation of a sampling distribution and the mean and the standard deviation of the population distribution.

17.0 Students determine confidence intervals for a simple random sample from a normal distribution of data and determine the sample size required for a desired margin of error.

18.0 Students determine the P- value for a statistic for a simple random sample from a normal distribution.

19.0 Students are familiar with the chi- square distribution and chi- square test and understand their uses.

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Hankering for more CSET Math Qs? Click on Need More Practice Questions? To purchase a vast database of Qs that I've compiled from my experience as a test taker and CSET Single Subject Math instructor at Cal State, San Bernardino, email me at innovationguy@yahoo.com. The CSET Qs on this site are taken from that collection of questions!

If you found this site useful, be an evangelist and please spread the word to other CSET Single Subject Math examinees, and make a donation!

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SUBTEST III: California Math Content Standards

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What are the High School Math California Content Standards relevant to Subtest III?

Since the CSET Single Subject Math Credential enables one teach High School Math, it's an extremely profitable exercise to scrutinize the California Department of Education's Math content standards applicable for High School Math teachers. These are expectations for students that every current and prospective Math teacher ought to be familiar with.

The following content standards apply for Subtest III: Calculus / Trigonometry.

TRIGONOMETRY: Trigonometry uses the techniques that students have previously learned from the study of algebra and geometry. The trigonometric functions studied are defined geometrically rather than in terms of algebraic equations. Facility with these functions as well as the ability to prove basic identities regarding them is especially important for students intending to study calculus, more advanced mathematics, physics and other sciences, and engineering in college.

1.0 Students understand the notion of angle and how to measure it, in both degrees and radians. They can convert between degrees and radians.

2.0 Students know the definition of sine and cosine as y- and x- coordinates of points on the unit circle and are familiar with the graphs of the sine and cosine functions.

3.0 Students know the identity cos2 (x) + sin2 (x) = 1:

3.1 Students prove that this identity is equivalent to the Pythagorean theorem (i.e., students can prove this identity by using the Pythagorean theorem and, conversely, they can prove the Pythagorean theorem as a consequence of this identity).

3.2 Students prove other trigonometric identities and simplify others by using the identity cos2 (x) + sin2 (x) = 1. For example, students use this identity to prove that sec2 (x) = tan2 (x) + 1.

4.0 Students graph functions of the form f(t) = A sin (Bt + C ) or f(t) = A cos (Bt + C) and interpret A, B, and C in terms of amplitude, frequency, period, and phase shift.

5.0 Students know the definitions of the tangent and cotangent functions and can graph them.

6.0 Students know the definitions of the secant and cosecant functions and can graph them.

7.0 Students know that the tangent of the angle that a line makes with the x- axis is equal to the slope of the line.

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8.0 Students know the definitions of the inverse trigonometric functions and can graph the functions.

9.0 Students compute, by hand, the values of the trigonometric functions and the inverse trigonometric functions at various standard points.

10.0 Students demonstrate an understanding of the addition formulas for sines and cosines and their proofs and can use those formulas to prove and/ or simplify other trigonometric identities.

11.0 Students demonstrate an understanding of half-angle and double-angle formulas for sines and cosines and can use those formulas to prove and/ or simplify other trigonometric identities.

12.0 Students use trigonometry to determine unknown sides or angles in right triangles.

13.0 Students know the law of sines and the law of cosines and apply those laws to solve problems.

14.0 Students determine the area of a triangle, given one angle and the two adjacent sides.

15.0 Students are familiar with polar coordinates. In particular, they can determine polar coordinates of a point given in rectangular coordinates and vice versa.

16.0 Students represent equations given in rectangular coordinates in terms of polar coordinates.

17.0 Students are familiar with complex numbers. They can represent a complex number in polar form and know how to multiply complex numbers in their polar form.

18.0 Students know DeMoivre's theorem and can give n th roots of a complex number given in polar form.

19.0 Students are adept at using trigonometry in a variety of applications and word problems.

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CALCULUS: When taught in high school, calculus should be presented with the same level of depth and rigor as are entry-level college and university calculus courses. These standards outline a complete college curriculum in one variable calculus. Many high school programs may have insufficient time to cover all of the following content in a typical academic year. For example, some districts may treat differential equations lightly and spend substantial time on infinite sequences and series. Others may do the opposite. Consideration of the College Board syllabi for the Calculus AB and Calculus BC sections of the Advanced Placement Examination in Mathematics may be helpful in making curricular decisions. Calculus is a widely applied area of mathematics and involves a beautiful intrinsic theory. Students mastering this content will be exposed to both aspects of the subject.

1.0 Students demonstrate knowledge of both the formal definition and the graphical interpretation of limit of values of functions. This knowledge includes one-sided limits, infinite limits, and limits at infinity. Students know the definition of convergence and divergence of a function as the domain variable approaches either a number or infinity:

1.1 Students prove and use theorems evaluating the limits of sums, products, quotients, and composition of functions.

1.2 Students use graphical calculators to verify and estimate limits.

1.3 Students prove and use special limits, such as the limits of (sin(x))/x and (1-cos(x))/x as x tends to 0.

2.0 Students demonstrate knowledge of both the formal definition and the graphical interpretation of continuity of a function.

3.0 Students demonstrate an understanding and the application of the intermediate value theorem and the extreme value theorem.

4.0 Students demonstrate an understanding of the formal definition of the derivative of a function at a point and the notion of differentiability:

4.1 Students demonstrate an understanding of the derivative of a function as the slope of the tangent line to the graph of the function.

4.2 Students demonstrate an understanding of the interpretation of the derivative as an instantaneous rate of change. Students can use derivatives to solve a variety of problems from physics, chemistry, economics, and so forth that involve the rate of change of a function.

4.3 Students understand the relation between differentiability and continuity.

4.4 Students derive derivative formulas and use them to find the derivatives of algebraic, trigonometric, inverse trigonometric, exponential, and logarithmic functions.

5.0 Students know the chain rule and its proof and applications to the calculation of the derivative of a variety of composite functions.

6.0 Students find the derivatives of parametrically defined functions and use implicit differentiation in a wide variety of problems in physics, chemistry, economics, and so forth.

7.0 Students compute derivatives of higher orders.

8.0 Students know and can apply Rolle's theorem, the mean value theorem, and L'Hôpital's rule.

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9.0 Students use differentiation to sketch, by hand, graphs of functions. They can identify maxima, minima, inflection points, and intervals in which the function is increasing and decreasing.

10.0 Students know Newton's method for approximating the zeros of a function.

11.0 Students use differentiation to solve optimization (maximum-minimum problems) in a variety of pure and applied contexts.

12.0 Students use differentiation to solve related rate problems in a variety of pure and applied contexts.

13.0 Students know the definition of the definite integral by using Riemann sums. They use this definition to approximate integrals.

14.0 Students apply the definition of the integral to model problems in physics, economics, and so forth, obtaining results in terms of integrals.

15.0 Students demonstrate knowledge and proof of the fundamental theorem of calculus and use it to interpret integrals as antiderivatives.

16.0 Students use definite integrals in problems involving area, velocity, acceleration, volume of a solid, area of a surface of revolution, length of a curve, and work.

17.0 Students compute, by hand, the integrals of a wide variety of functions by using techniques of integration, such as substitution, integration by parts, and trigonometric substitution. They can also combine these techniques when appropriate.

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18.0 Students know the definitions and properties of inverse trigonometric functions and the expression of these functions as indefinite integrals.

19.0 Students compute, by hand, the integrals of rational functions by combining the techniques in standard 17.0 with the algebraic techniques of partial fractions and completing the square.

20.0 Students compute the integrals of trigonometric functions by using the techniques noted above.

21.0 Students understand the algorithms involved in Simpson's rule and Newton's method. They use calculators or computers or both to approximate integrals numerically.

22.0 Students understand improper integrals as limits of definite integrals.

23.0 Students demonstrate an understanding of the definitions of convergence and divergence of sequences and series of real numbers. By using such tests as the comparison test, ratio test, and alternate series test, they can determine whether a series converges.

24.0 Students understand and can compute the radius (interval) of the convergence of power series.

25.0 Students differentiate and integrate the terms of a power series in order to form new series from known ones.

26.0 Students calculate Taylor polynomials and Taylor series of basic functions, including the remainder term.

27.0 Students know the techniques of solution of selected elementary differential equations and their applications to a wide variety of situations, including growth-and-decay problems.

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Hankering for more CSET Math Qs? Click on Need More Practice Questions? To purchase a vast database of Qs that I've compiled from my experience as a test taker and CSET Single Subject Math instructor at Cal State, San Bernardino, email me at innovationguy@yahoo.com. The CSET Qs on this site are taken from that collection of questions!

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Ordering Information

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COUNTDOWN: 15 days till the Jan. 10th, 2009 CSET!

How do you ORDER my CSET Question banks?

If you need actual Practice Qs that are very much like the actual CSET questions - over and above the Sample Qs on this site - well, from my experience as a

* Test taker (Read About Me and My Site! )

* a CSET Single Subject Math Instructor at Cal State, San Bernardino, a couple of years ago, and

* a very successful Tutor for the CSET

I have compiled a vast database of terrific Qs for Subtests I, II and III.

There are 600-800 Qs for each Subtest Q Bank to help evaluate your preparedness.

You can view Sample Questions from the Q Banks by clicking on the following links:

SUBTEST I: Algebra Practice Questions

SUBTEST II: Geometry Practice Questions

SUBTEST II: Statistics Practice Questions

SUBTEST III: Calculus & Trigonometry Practice Questions


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Do keep in mind that the Qs on the test are unlike those found in a regular textbook: there's always a "twist" / subtlety involved, and as I always advice candidates, you can expect to be assessed on

* a few concepts that are unfamiliar

* familiar concepts in unfamiliar ways!

My detailed and exhaustive Q Banks for each Subset that seek to narrow this "bridge", and do so very ably, addressing each / every CSET "domain" / topic area. Additionally, I've put together Notes that are indeed quite exhaustive. Still, I do expect / recommend that candidates have a grasp of the foundations of each topic area since, both - the CSET and my materials - are at a level considerably higher than a conventional textbook!

Here's the relevant information about my Q Banks.

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i) CSET Subtest I: Algebra Q Bank

* Cost:

-> $150.00 per Subset for Priority [<2 day] Mailing

-> $165.00 per Subset for Express [Overnight] Mailing


* # Sold: ~ 750

* Success Rate: ~ 100% [YES! Check out the TESTIMONIALS & FEEDBACK page: every candidate - without exception! - that has worked through the Subtest I Q Bank diligently has passed in his / her subsequent attempt!]

* Constantly updated and revised to reflect the style of Qs from the most recent Subtests!

* Contains: ~800 Qs = A mixed-bag of 400 Free Response/Skills-Reinforcement Qs + ~400 MCQ

* Includes a detailed and extensively illustrated Worked Out Solutions Set document with clever Tips and Tricks

* An exhaustive and detailed Checklist of all the Concepts/Skills one MUST absolutely master to guarantee success on the CSET Subtest I

* A Subtest I Review document suggesting the key concepts / skills / Qs to focus on in the last week of preparation

To order, please mail a check to:

Jay Ramaswamy

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CSET Question Bank






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ii) CSET Subtest II: Geometry / Statistics Q Bank

* Cost:

-> $150.00 per Subset for Priority [<2 day] Mailing

-> $165.00 per Subset for Express [Overnight] Mailing

* # Sold: ~ 750

* Success Rate: ~ 100% [YES! Check out the TESTIMONIALS & FEEDBACK page: every candidate - without exception! - that has worked through the Subtest II Q Bank diligently has passed in his / her subsequent attempt!]

* Constantly updated to reflect the style of Qs from the most recent Subtests!

* Contains: ~ 600 Qs (including Proofs)

* Includes a detailed and extensively illustrated Worked Out Solutions Set document with clever Tips and Tricks

* An exhaustive and detailed Checklist of all the Concepts/Skills one must absolutely master to guarantee success on the CSET Subtest II

* A Subtest II Review document suggesting key concepts / skills / Qs to focus on in the last week of preparation

To order, please mail a check to:

Jay Ramaswamy

23642 Parkland Ave
Moreno Valley CA 92557









OR

Pay securely using PayPal:





CSET Question Bank






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iii) CSET Subtest III: Calculus/Trigonometry Q Bank

* Cost:

-> $75.00 per Subset for Priority [<2 day] Mailing

-> $90.00 per Subset for Express [Overnight] Mailing

* # Sold: ~ 50

* Contains ~ 600 Qs

* NONE of the Qs have answers (yet): I have JUST finished putting this document together!

* Success Rate: ~ 100% (YES!)

To order, please mail a check to:

Jay Ramaswamy

23642 Parkland Ave
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OR

Pay securely using PayPal:





CSET Question Bank






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Whenever you order, please be sure to send me an email informing me of the following details so that there's as little delay as possible (the seemingly extraneous information helps me customize my response to you!):

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To avoid mailing mishaps, please let me know explicitly IF the address on the check is different from that to which the Q Banks need to be sent!

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In general, if you have any clarifications about my Q Banks or any questions about the CSET in general or the Math Subtests in particular, email me, Jay, at innovationguy@yahoo.com, and I shall be delighted to address them!

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