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Statistical-Inference

Projects of Statistical Inference course

1_Basic Concepts

There is some basic concepts and features of R language.

2_Data Visualiation

In this project, I focus on how data visualization is done in R.

3_Foundations for Statistical Inference

In this project, I focus on the foundations for statistical inference. I discuss CLT, CIs, simulations and hypothesis testing.

4_Bootstrapping and Linear Regression

In this lab I explore bootstrapping, fitting linear regression models, performing multiple linear regression, and logistic regression in R.

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Projects of Statistical Inference course

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