July 2006
Beginner
408 pages
10h 3m
English
Content preview from Regression Analysis by Example, 4th EditionBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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INDEX
A
Adjusted multiple correlation coefficient, 285
AIC, 287, 290–291, 295, 308, 320, 327, 343
bias corrected, 287
Akaike Information Criteria, 287
Analysis of covariance, 12, 15
Analysis of variance, 12, 15, 67, 140
ANOVA, 140
multiple regression, 67
simple regression, 71
Assumption
constant variance, 86
Homogeneity, 86
independent-errors, 87
Autocorrelation, 18, 87, 180, 197, 201
B
Backward elimination, 289
Bayes Information Criteria, 287
Best linear unbiased estimator, 61, 83
BIC, 287, 290–291, 295, 308, 320, 327
Binary
response data, 195
variable, 12
C
Centering, 239
Classification, 336
Coefficient of determination, 42, 61
Collinearity-influential observations, 246
Computer repair data, 26, 30–31, 35, 42
Concordance Index, 328
Condition number, 244, 276, 288
Confidence
interval, 38
interval for βj, 63
region, 37
Constant variance assumption, 86
Cook's Distance, 103
Corrected sums of squares and products matrix, 60
Correlated errors, 141
Correlation coefficient, 21, 24, 240
, population, 36
Correlation matrix, 117, 241, 243, 250, 252
, 83
Cross-sectional data, 128, 214–215
Cumulative distribution ...
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