lecture110 |
Numbers, arithmetic and basic algebra
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lecture120 |
Data vectors
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lecture130 |
More on algebra
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lecture140 |
Discrete random variables and the binomial distribution
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lecture150 |
Functions
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lecture160 |
Polynomials
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lecture170 |
Simple data analysis in R
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lecture180 |
Indices and the apply commands in R
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lecture190 |
Functions of functions and the exponential function
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lecture195 |
Inverse functions and the logarithm
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lecture210 |
Continuity and limits
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lecture220 |
Sequences and series
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lecture230 |
Slopes of lines and curves
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lecture240 |
Derivatives
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lecture250 |
Applications of differentiation
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lecture260 |
Integrals and probability density functions
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lecture270 |
Principles of programming
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lecture280 |
The Central Limit Theorem and related topics
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lecture290 |
Miscellanea
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lecture310 |
Multivariate probability distributions
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lecture320 |
Some distributions related to the normal
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lecture330 |
Estimation, estimates and estimators
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lecture340 |
Test of hypothesis, P values and related concepts
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lecture350 |
Power and sample sizes
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lecture410 |
Vectors and Matrix Operations
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lecture420 |
Some notes on matrices and linear operators
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lecture430 |
Ranks and determinants
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lecture440 |
Multivariate calculus
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lecture450 |
The multivariate normal distribution and related topics
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lecture510 |
Independence, expectations and the moment generating function
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lecture520 |
The gamma distribution
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lecture530 |
Notes and examples: The linear model
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lecture540 |
Some regression topics
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lecture990 |
Overview drills
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