Ten Projects in Applied Statistics
Peter McCullagh
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The Elements of Statistical Learning : Data Mining, Inference, and Prediction, Second Edition
Trevor Hastie
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Regression Modeling Strategies : With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis
Jr., Frank E. Harrell
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Asymptotic Theory of Statistical Inference for Time Series
Masanobu Taniguchi
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Statistical Analysis with Measurement Error or Misclassification : Strategy, Method and Application
Grace Y. Yi
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Targeted Learning in Data Science : Causal Inference for Complex Longitudinal Studies
Mark J. van der Laan
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Applied Compositional Data Analysis : With Worked Examples in R
Peter Filzmoser
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Forecasting with Exponential Smoothing : The State Space Approach
Rob Hyndman
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The Elements of Statistical Learning : Data Mining, Inference, and Prediction
Trevor Hastie
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The Elements of Statistical Learning : Data Mining, Inference, and Prediction, Second Edition
Trevor Hastie
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An Introduction to Statistical Modeling of Extreme Values
Stuart Coles
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Regression Modeling Strategies : With Applications to Linear Models, Logistic Regression, and Survival Analysis
Frank E. Harrell
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Weak Convergence and Empirical Processes : With Applications to Statistics
A. W. van der Vaart
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An Introduction to Statistical Modeling of Extreme Values
Stuart Coles
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Targeted Learning in Data Science : Causal Inference for Complex Longitudinal Studies
Mark J. van der Laan
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