Introduction to Statistical Methods

Core Textbooks:

• Statistics for Data Scientists - Maurits Kaptein, Edwin van den Heuvel (Springer, 2022)
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• Probability and Statistics for Engineering and Sciences (8^th Edition) - Jay L. Devore (Cengage)
  📄 PDF to be added

Essential for Forecasting & Time Series Analysis:

• Introduction to Time Series and Forecasting (2^nd Edition) - Peter J. Brockwell, Richard A. Davis (Springer)
  📄 PDF to be added

• To be added later

• To be added later
• Introduction to Probability - Joseph K. Blitzstein, Jessica Hwang
• Statistical Inference - George Casella, Roger L. Berger
• All of Statistics - Larry Wasserman

• To be added later
• MIT 18.650: Statistics for Applications
• Harvard STAT 110: Probability
• Khan Academy: Statistics and Probability

• To be added later
• Foundational papers on statistical methods and inference