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Statistics in Drug Development |
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1 | (6) |
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1 | (1) |
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Statistical Support to Non-Clinical Activities |
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2 | (1) |
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Statistical Support to Clinical Testing |
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3 | (1) |
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Battling a High Phase III Failure Rate |
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4 | (1) |
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5 | (1) |
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5 | (1) |
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6 | (1) |
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6 | (1) |
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Modern Classification Methods for Drug Discovery |
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7 | (38) |
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7 | (2) |
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9 | (1) |
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10 | (17) |
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27 | (6) |
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Partial Least Squares for Discrimination |
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33 | (9) |
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42 | (3) |
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42 | (3) |
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Model Building Techniques in Drug Discovery |
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45 | (24) |
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45 | (1) |
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46 | (1) |
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Training and Test Set Selection |
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47 | (4) |
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51 | (7) |
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Statistical Procedures for Model Building |
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58 | (3) |
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Determining When a New Observation Is Not in a Training Set |
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61 | (2) |
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Using SAS Enterprise Miner |
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63 | (4) |
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67 | (2) |
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67 | (2) |
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Statistical Considerations in Analytical Method Validation |
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69 | (28) |
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69 | (4) |
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73 | (1) |
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Response Function or Calibration Curve |
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74 | (9) |
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83 | (2) |
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85 | (3) |
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88 | (4) |
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Limits of Quantification and Range of the Assay |
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92 | (1) |
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93 | (1) |
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93 | (1) |
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94 | (3) |
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94 | (3) |
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Some Statistical Considerations in Nonclinical Safety Assessment |
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97 | (20) |
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Overview of Nonclinical Safety Assessment |
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97 | (1) |
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Key Statistical Aspects of Toxicology Studies |
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98 | (1) |
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Randomization in Toxicology Studies |
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99 | (3) |
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Power Evaluation in a Two-Factor Model for QT Interval |
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102 | (4) |
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Statistical Analysis of a One-Factor Design with Repeated Measures |
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106 | (7) |
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113 | (4) |
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115 | (1) |
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115 | (2) |
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Nonparametric Methods in Pharmaceutical Statistics |
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117 | (34) |
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117 | (1) |
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Two Independent Samples Setting |
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118 | (11) |
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129 | (15) |
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Power Determination in a Purely Nonparametric Sense |
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144 | (7) |
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149 | (1) |
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149 | (2) |
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Optimal Design of Experiments in Pharmaceutical Applications |
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151 | (46) |
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152 | (7) |
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Quantal Dose-Response Models |
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159 | (6) |
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Nonlinear Regression Models with a Continuous Response |
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165 | (4) |
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Regression Models with Unknown Parameters in the Variance Function |
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169 | (3) |
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Models with a Bounded Response (Beta Models) |
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172 | (4) |
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Models with a Bounded Response (Logit Link) |
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176 | (5) |
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Bivariate Probit Models for Correlated Binary Responses |
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181 | (3) |
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Pharmacokinetic Models with Multiple Measurements per Patient |
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184 | (6) |
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Models with Cost Constraints |
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190 | (2) |
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192 | (5) |
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193 | (4) |
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Analysis of Human Pharmacokinetic Data |
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197 | (16) |
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197 | (2) |
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199 | (5) |
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204 | (5) |
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209 | (4) |
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209 | (4) |
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Allocation in Randomized Clinical Trials |
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213 | (24) |
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213 | (1) |
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Permuted Block Randomization |
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214 | (3) |
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Variations of Permuted Block Randomization |
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217 | (11) |
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Allocations Balanced on Baseline Covariates |
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228 | (5) |
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233 | (4) |
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233 | (1) |
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233 | (4) |
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Sample-Size Analysis for Traditional Hypothesis Testing: Concepts and Issues |
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237 | (36) |
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238 | (2) |
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Research Question 1: Does ``QCA'' Decrease Mortality in Children with Severe Malaria? |
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240 | (1) |
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241 | (2) |
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A Classical Power Analysis |
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243 | (6) |
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Beyond α and β: Crucial Type I and Type II Error Rates |
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249 | (2) |
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Research Question 1, Continued: Crucial Error Rates for Mortality Analysis |
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251 | (2) |
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Research Question 2: Does ``QCA'' Affect the ``Elysemine: Elysemate'' Ratios (EER)? |
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253 | (9) |
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Crucial Error Rates When the Null Hypothesis Is Likely to Be True |
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262 | (1) |
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Table of Crucial Error Rates |
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263 | (1) |
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263 | (10) |
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264 | (1) |
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264 | (1) |
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Appendix A Guidelines for ``Statistical Considerations'' Sections |
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264 | (1) |
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Appendix B SAS Macro Code to Automate the Programming |
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265 | (8) |
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Design and Analysis of Dose-Ranging Clinical Studies |
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273 | (40) |
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273 | (4) |
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277 | (3) |
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Detection of Dose-Response Trends |
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280 | (9) |
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289 | (5) |
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294 | (15) |
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309 | (4) |
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310 | (3) |
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Analysis of Incomplete Data |
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313 | (48) |
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314 | (2) |
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316 | (2) |
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Data Setting and Modeling Framework |
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318 | (1) |
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319 | (1) |
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320 | (2) |
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322 | (18) |
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340 | (7) |
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347 | (9) |
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356 | (5) |
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356 | (5) |
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Reliability and Validity: Assessing the Psychometric Properties of Rating Scales |
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361 | (24) |
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361 | (1) |
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362 | (14) |
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Validity and Other Topics |
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376 | (6) |
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382 | (3) |
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383 | (2) |
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Decision Analysis in Drug Development |
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385 | (44) |
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385 | (1) |
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Introductory Example: Stop or Go? |
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386 | (6) |
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The Structure of a Decision Analysis |
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392 | (2) |
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The Go/No Go Problem Revisited |
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394 | (3) |
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397 | (9) |
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Sequential Designs in Clinical Trials |
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406 | (6) |
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Selection of an Optimal Dose |
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412 | (9) |
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421 | (5) |
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426 | (3) |
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426 | (1) |
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426 | (3) |
Index |
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429 | |