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Bayes

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  1. nickfieller.staff.shef.ac.uk
  2. A Guide to Bayesian Statistics
  3. An Intuitive (and Short) Explanation of Bayes’ Theorem

Datasets

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  1. Sean Lahman | Database Journalist
  2. StatLib---Datasets Archive
  3. Datasets for Data Mining and Data Science
  4. Journal of Statistics Education
  5. AP Central

Statistics

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  1. Start - Kaggle
  2. Statistics: Making Sense of Data
  3. openintro.org
  4. Simply Statistics
  5. Citizen-Statistician
  6. Design of Experiments

Time Series

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  1. A Complete Tutorial on Time Series Modeling in R
  2. ts_r_intro.pdf
  3. Applied Time Series Analysis
  4. time series in R
  5. Plotting Time Series in R using Yahoo Finance data
  6. R Financial Time Series Plotting

Survival Analysis

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  1. Mills - Survival Analysis (Text)
  2. fox-survival.pdf
  3. Just Another Data Blog - Survival Analysis

Regression

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  1. SFU Statistics & Actuarial Science - Course Notes for Intermediate Statistics
  2. Regression analysis
  3. Logistic regression
  4. Regression Modeling with Actuarial and Financial Applications - Home
  5. BGIM : Maximum Likelihood Estimation Primer
  6. FAQ: How do I interpret odds ratios in logistic regression?
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