'R commands' diaporamas de présentation

Confidence Intervals and Hypothesis Tests (Statistical Inference)

Confidence Intervals and Hypothesis Tests (Statistical Inference). Introduction Illustrative Example Types of Inference Interval Estimation Confidence Intervals Bayes Intervals Bootstrap Intervals Prediction Intervals Hypothesis Testing Links between intervals and tests.

956 views • 47 slides

Cluster Analysis

619 views • 44 slides

Example of results (gross return)

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Generalised linear models

Generalised linear models. Generalised linear model Exponential family Example: Log-linear model - Poisson distribution Example: logistic model- Binomial distribution Deviances Model selection R commands for generalised linear models. Shortcomings of general linear model.

545 views • 20 slides

Basics of ANOVA

Basics of ANOVA. Why ANOVA Assumptions used in ANOVA Various forms of ANOVA Simple ANOVA tables Interpretation of values in the table R commands for ANOVA Exercises. Why ANOVA: Examples.

471 views • 14 slides

Canonical correlations

Canonical correlations. Purpose Calculation of canonical correlations Relevance to prediction Relevance to correspondence analysis R commands. Purpose.

456 views • 11 slides

Log-linear and logistic models

Log-linear and logistic models. Generalised linear model ANOVA revisited Log-linear model: Poisson distribution logistic model: Binomial distribution Deviances R commands for log-linear and logistic models. ANOVA revisited.

339 views • 10 slides