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Commit 10393771 authored by J. Gergaud's avatar J. Gergaud
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ajouts fichier stat-desc, reg lin suite et hommework1

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%% Cell type:markdown id: tags:
# Homework : elementary statistics with julia
## Introduction
The work is to be done in pairs, and you will present your results at the next session (7 minutes for the presentation and 3 minutes for the questions).
## Task 1 : Hypothesis Testing
Julia packages : HypothesisTests, Distributions, CSV, RDatasets, DataFrames, ...
Using the data you have collected and given as references, you will complete this notebook which will contain :
- The initial problem and the data (you'll give the precise population(s) considered, as well as the random variables considered)
- The descriptive statistics of the data;
- The formulation of the statistical test chosen (you will justify the chosen test)
- The results with Julia;
- The conclusion of the statistical test;
- Any useful comments.
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## Task 2: Simple Linear regression
Julia package : GLM, RDatasets, DataFrames, ...
Based on the data you collect and reference, you will complete this notebook which will contain :
- The initial problem and the data (specify the population considered)
- The estimation of the parameters and the graph of the linear regression
- The analysis of variance, confidence intervals, etc.
- The verification of postulates
- Conclusions and comments
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