STAT 154 Study Guide - Fall 2019, Comprehensive Midterm Notes - Positive-Definite Matrix, Xu, Endoplasmic Reticulum

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Lecture materials are reinforced in labs , hues , png"s and exams. 2 merging of context of domain computational and problems. Data science is the statistical thinking in re - the. Domain knowledge and cross validation are both natural learn ? you formulation prediction what will. Data results validation , conclusions mental constructs. R - data given n question representativeness observations units. Cor index by i and mean sq error. Yi ) ! prediction function th eci lxi ) Yo ) prediction error at exo , yo ) prediction error is also called loss function cross validation. Causality data cleaning -7eda un supervised isupervised nl. Est - hoc analysis of statistics about. Experimental design : the how to collect data effectively science and subfield. Com soil c confounding? predictability us . causality. It "s a common practice people jump causation.

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