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2
Chapter II - Probability Theory
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Sets and Venn diagrams
FREE PREVIEW -
Sets and Venn diagrams
FREE PREVIEW -
Sets and Venn Diagrams - Exercises
FREE PREVIEW -
Sets and Venn Diagrams - Solutions
FREE PREVIEW -
Basic properties of probabilities
FREE PREVIEW -
Probability rules
FREE PREVIEW -
Probability rules
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Probability exercises
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Probability exercises - answers
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3
Chapter III - Probability distributions
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Probability distributions
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Discrete random variables
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Discrete random variables - exercises
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Discrete random variables - solutions
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Continuous random variable
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Exam level exercises
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Exam level exercises - Solutions
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4
Chapter IV - Discrete distributions
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Discrete distributions
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Bernoulli distribution
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Binomial distribution
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Exam level exercises
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Exam level exercises - solutions
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Live lesson 1
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Notes live lesson 1
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5
Chapter V - Continuous distributions
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Uniform distribution
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Uniform distribution
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Triangular distribution
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Normal distribution
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Normal distribution, central limit theorem and proportions
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Standard normal distribution and p-value
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Exam-level exercises
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Exam-level exercises - solutions
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6
Chapter VI - Joint probability tables
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Joint, marginal, and conditional probability
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Covariance and correlation
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Linear Transformations Y and linear combinations W
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Exam-level exercises
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Exam-level exercises - solutions
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Live lesson 2
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Notes live lesson 2
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7
Chapter VII - Confidence intervals and the 5-step hypothesis test
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Hypothesis testing
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Interval estimation
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Hypothesis testing
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Type I and Type II errors
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T-tests, proportions and chi-square
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Exam-level exercises
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Exam-level exercises solutions
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Live lesson 3
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Notes live lesson 3
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8
Chapter VIII - Simple linear regression
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Simple linear regression
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Linear regression model, hypothesis test and predictions
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ANOVA and coefficient of determination (R^2)
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Assumptions and residual analysis
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Reading SPSS output
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Exam-level exercises
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Exam-level exercises - solutions
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Live lesson 4
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Notes live lesson 4
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