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Even You Can Learn Statistics and Analytics: An Easy to Understand Guide
book

Even You Can Learn Statistics and Analytics: An Easy to Understand Guide

by David F. Stephan, David M. Levine
June 2022
Beginner
400 pages
8h 35m
English
Addison-Wesley Professional
Content preview from Even You Can Learn Statistics and Analytics: An Easy to Understand Guide

Index

Numerics

3Vs, 265

A

ABS() function, 134

ampersand operator, forming labels with, 345

Analysis ToolPak add-in, checking Microsoft Excel for, 300

analytics, 259. See also descriptive analytics; predictive analytics; prescriptive analytics

big data, 264265

data mining, 262263

data science and, 260

descriptive, 261, 265

dashboards, 265266

market basket analysis, 291293

MCT (multidimensional contingency table), 266268

drill down, 261262

machine learning and, 263

predictive, 261, 279

association methods, 281, 290291

classification methods, 280

classification tree, 284285

clustering methods, 280, 287289

cross-validation, 282283

limitations of models, 282

model validation, 282

models, 281282

regression tree, 285287

target-based, ...

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Publisher Resources

ISBN: 9780137654789