MATHEMATICAL TOPICS REQUIRED FOR STAT 400
The prerequisite for STAT 400 is MATH 141, Calculus II.
Note that MATH 220-221 is not equivalent to MATH 140-141. The latter
sequence is 8 credits and is aimed at students studying mathematical and
physical sciences or engineering. Although STAT 400 only requires
calculus of a single variable, students must have genuine proficiency in
this material. The following list details topics from high school
algebra and calculus that will be encountered in STAT 400.
Sequences and series:
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limits of sequences and sums of infinite series
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arithmetic and geometric series (both finite and infinite)
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binomial theorem and infinite binomial series
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Taylor's Theorem and Taylor series
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expansions of power, exponential, logarithmic, and trigonometric
functions
Functions and their analytic properties:
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continuity and differentiability
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functions defined piecewise
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limiting values and asymptotes
Calculus concepts
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derivatives as slopes
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integral as area under a curve
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fundamental theorem of calculus
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definite and indefinite integrals
Differentiation
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derivatives of elementary functions
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product, quotient and chain rules for derivatives
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differentiation of sums, linear combinations and series
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minimization and maximization
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sketching the graph of a function
Techniques of integration
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linearity of integration
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integrals of elementary functions
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change of variable and adjustment of limits
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evaluation of definite integrals
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substitution techniques
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integration by parts
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improper integrals: infinite limits and integrals of unbounded
functions
Sets and Combinatorics
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sets, subsets and elements
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set operations: union, intersection and complement
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partitions and addition rules for counting
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basic multiplication rule for counting in multistep processes
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permutations and combinations
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binomial coefficients
Only the topics listed under "Sets and Combinatorics" will
be reviewed in STAT 400. The remaining topics, which have all been
covered in high school math or calculus courses, will not be reviewed.
You are expected to have mastered these techniques and methods on your
own.