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Basic Statistics

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This repository contains materials and projects developed during the Basic Statistics course, offered by the Federal University of Alfenas. Credits to professors Luiz Alberto Beijo and FabrΓ­cio Goecking for the provided materials.



πŸ’» Contents

The course covers the following topics:

  1. Data Description and Exploration

    • Population and sample
    • Levels of measurement
    • Frequency distribution tables
    • Graphs and charts
  2. Descriptive Statistics

    • Mean and variance calculations
    • Measures of central tendency and dispersion
  3. Sampling Techniques

    • Probability concepts
    • Normal distribution
    • Binomial and Poisson distributions
    • Sampling distribution (t, Chi-square, F)
  4. Statistical Inference

    • Confidence intervals for mean, proportion, variance, and standard deviation
    • Hypothesis testing for mean, proportion, variance, and difference of means
    • Chi-square test
    • Correlation and linear regression
    • Non-parametric tests



πŸ“ Materials

This repository contains materials related to the Basic Statistics course, such as lecture notes, assignments, and exercises. Each section may include additional resources and solutions.

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