Introductory Biostatistics

(Chris Devlin) #1

Event, 109, 380
Excel spreadsheet, 33, 91, 140, 173, 234, 270
Exclusion criteria, 448
Expected frequency, 224, 234, 354
Expected number of deaths, 16, 30
calculation of expected number of deaths, 17,
30
Explanatory variable, 282, 314, 383
Extreme observations, 65, 88


Fdistribution, 131
False negative, 6, 195
False positive, 6, 195
Fast track design, 449, 450
Fisher’s exact test, 229
Fisher’s transformation, 455
Follow-up death rate, 15
Follow-up period, 383
Formula bar, 32, 91
Forward selection, 303, 333, 370
Frequency, 57
frequency table, 57, 66, 67
Frequency distribution, 57
Frequency polygon, 64, 65, 68


Generalized odds, 23
calculation of generalized odds, 23
Generalized Wilcoxon test, 388
Geometric mean, 75, 91
Goodness of fit, 229, 338, 354, 403
Graph, 8, 69


Hazard function, 381, 382
Hazard ratio, 468
Health norms, 69
Healthy worker e¤ect, 31
Histogram, 62, 91
Hypergeometric model, 387
Hypothesis, 190, 196
null hypothesis, 190, 191, 195, 203, 208, 213,
227, 246, 253
Hypothesis test, 190, 201


Incidence, 14
Incidence rate, 14
Inclusion criteria, 448
Incomplete information, 109
Independent variable, 282, 294, 314, 356, 360
Infant mortality rate, 136
Inference, 152
Instantaneous failure rate, 381
Interaction, 4
Interaction term, 296, 302, 332, 366, 399
Intercept, 284, 287


Interpretation of probability, 110
Interval midpoint, 72
Intervention, 158

Joint probability, 112

Kaplan–Meier curve, 384
Kaplan–Meier method, 384, 389
Kappa statistic, 119, 120
Kendall’s tau rank correlation, 89, 90

Least squares method, 285, 296, 297
Leave, 72
Level of significance, 198, 209, 247, 253
Likelihood function, 171, 318, 326, 402, 414,
417, 419
Likelihood ratio chi-square, 329, 334, 365, 371,
398, 421
Linear association, 86
Linear regression model, 283, 360
Linearity, 360
Line graph, 10
Location, 76
Logistic function, 317, 338
Logistic model, 322
Logistic regression, 314, 317, 319, 337, 338
Lognormal distribution, 131
Log-rank test, 388, 467
Long-term risk, 388
Loss to follow up, 383

M:1 matching, 409
Mantel–Haenszel estimate of odds ratio, 219
Mantel–Haenszel method, 27, 29, 218, 222,
408, 410, 412
Marginal probability, 113
Matched analysis, 403
Matched case–control study, 403
Matched design, 403, 471
Matched study, 379, 403
Matching, 403
Matching data, 413
Maximum likelihood estimation, 171, 318, 360
Maximum tolerated dose, 449, 451
Maximum tolerated error, 452
McNemar’s chi-square, 212, 213, 408
Mean, 72, 91, 137, 150, 283, 356, 357
mean of binomial distribution, 138
mean of Poisson distribution, 351
mean using secondhand data, 72
Measure of association, 322, 357, 359, 392, 414
Measure of variability, 80
Measurement scale, 320, 381
Measures of dispersion, 77

INDEX 533
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