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The Nature Of Statistical Learning Theory
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The Principles and Applications of Statistical Learning
Statistical learning is an important field that combines principles of statistics and computer scien
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Statistical Learning Theory A Tutorial
Inthisarticle,weprovideatutorialoverviewofsomeaspectsofstatisticallearningtheory,whichalsogoesbyothe
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Statistical Foundations of Machine Learning
机器学习是统计学的一个分支,学习机器学习需要首先扎实的统计知识基础。我推荐一本书“StatisticalFoundationsofMachineLearning”比较完整的介绍了机器学习常用的一些统计
60 2019-09-10 -
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详细介绍请见http://www.amazon.com/Statistical-Learning-Theory-Vladimir-Vapnik/dp/0471030031。经典之作,就不多说了。
4 2021-05-01 -
Information theory and statistical learning
Frank Emmert-Streib, Matthias Dehmer. Springer, 2009.
53 2018-12-28 -
The Elements of Statistical Learning答案
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Springer The Elements of Statistical Learning
From Amazon: During the past decade there has been an explosion in computation and information techn
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Statistical Computing with R
R统计计算的经典教材——Computational statistics and statistical computing are two areas that employ computation
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Statistical Models in R
R进行统计建模的例子,包括linearmodel,Regression,
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