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| Preface | ||
| Chemical Analysis Series | ||
| Introduction | 1 | |
| Ch. 1 | Univariate Data | 13 |
| 1.1 | Mean and Standard Deviation | 13 |
| 1.2 | Distributions and the Problem of Small Numbers | 29 |
| 1.3 | Confidence Limits | 35 |
| 1.4 | The Simulation of a Series of Measurements | 41 |
| 1.5 | Testing for Deviations | 44 |
| 1.6 | Number of Determinations | 65 |
| 1.7 | Width of a Distribution | 69 |
| 1.8 | Charting a Distribution | 74 |
| 1.9 | Errors of the First and Second Kind | 87 |
| Ch. 2 | Bi- and Multivariate Data | 91 |
| 2.1 | Correlation | 92 |
| 2.2 | Linear Regression | 94 |
| 2.3 | Nonlinear Regression | 127 |
| 2.4 | Multidimensional Data/Visualizing Data | 132 |
| Ch. 3 | Related Topics | 137 |
| 3.1 | GMP Background: Selectivity and Interference/Linearity/Accuracy/Precision/Reliability/Economic Considerations | 137 |
| 3.2 | Development, Qualification, and Validation; Installation Qualification, Operations Qualification, Performance Qualification/Method Development/Method Validation | 140 |
| 3.3 | Data Treatment Scheme: Data Acquisition/Acceptance Criteria/Data Assembly and Clean-up/Data Evaluation/Presentation of Results/Specifications/Records Retention | 145 |
| 3.4 | Exploratory Data Analysis (EDA) | 148 |
| 3.5 | Optimization Techniques | 149 |
| 3.6 | Smoothing and Filtering Data/Box-Car Averaging/Moving Average/Savitzky-Golay Filtering/CUSUM | 167 |
| 3.7 | Error Propagation and Numerical Artifacts | 169 |
| 3.8 | Programs | 171 |
| Ch. 4 | Complex Examples | 175 |
| 4.1 | To Weight or Not to Weigh | 175 |
| 4.2 | Nonlinear Fitting | 180 |
| 4.3 | UV-Assay Cost Structure | 185 |
| 4.4 | Process Validation | 190 |
| 4.5 | Regulations and Realities | 193 |
| 4.6 | Diffusing Vapors | 199 |
| 4.7 | Stability a la Carte | 202 |
| 4.8 | Secret Shampoo Switch | 203 |
| 4.9 | Tablet Press Woes | 205 |
| 4.10 | Sounding Out Solubility | 208 |
| 4.11 | Exploring a Data Jungle | 210 |
| 4.12 | Sifting Through Sieved Samples | 215 |
| 4.13 | Controlling Cyanide | 221 |
| 4.14 | Ambiguous Automation | 225 |
| 4.15 | Mistrusted Method | 229 |
| 4.16 | Quirks of Quantitation | 230 |
| 4.17 | Pursuing Propagating Errors | 235 |
| 4.18 | Content Uniformity | 237 |
| 4.19 | How Full Is Full? | 240 |
| 4.20 | Warranty or Waste | 245 |
| 4.21 | Arrhenius-Abiding Aging | 249 |
| 4.22 | Facts of Artifacts? | 251 |
| 4.23 | Proving Proficiency | 254 |
| 4.24 | Gotta Go Gambling | 263 |
| 4.25 | Does More Sensitivity Make Sense? | 277 |
| 4.26 | Pull the Brakes! | 279 |
| 4.27 | The Limits of Nonlinearities | 280 |
| 4.28 | The Zealous Statistical Apprentice | 283 |
| 4.29 | Not Perfect, but Workable | 288 |
| 4.30 | Complacent Control | 291 |
| 4.31 | Spring Cleaning | 295 |
| 4.32 | It's All a Question of Pedigree | 304 |
| 4.33 | New Technology Rattles Old Dreams | 308 |
| 4.34 | Systems Suitability | 310 |
| 4.35 | An Eye Opener | 311 |
| 4.36 | Boring Bliss | 313 |
| 4.37 | Keeping Track of Dissolving Tablets | 317 |
| 4.38 | Poking Around in the Fog | 319 |
| Ch. 5 | Appendices | 329 |
| 5.1 | Numerical Approximations to Some Frequently Used Distributions | 329 |
| 5.2 | Core Instructions Used in Several Programs | 339 |
| 5.3 | Installation and Use of Programs on Diskette | 339 |
| 5.4 | Program and Data File Description | 361 |
| Technical Tidbits | 399 | |
| Glossary | 401 | |
| References | 404 | |
| Index | 417 |
| Price | Condition | Delivery | Seller | Action |
| $160.75 | Digital |
| WonderClub |
Jens Seltmann
reviewed Statistical Methods 2e, Vol. 153 on October 19, 2011
Statistical Methods 2e
I love this book and want to get the 9th edition.
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Add Statistical Methods 2e, Vol. 153, This new edition of a successful, bestselling book continues to provide you with practical information on the use of statistical methods for solving real-world problems in complex industrial environments. Complete with examples from the chemical and pharm, Statistical Methods 2e, Vol. 153 to the inventory that you are selling on WonderClubX
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Add Statistical Methods 2e, Vol. 153, This new edition of a successful, bestselling book continues to provide you with practical information on the use of statistical methods for solving real-world problems in complex industrial environments. Complete with examples from the chemical and pharm, Statistical Methods 2e, Vol. 153 to your collection on WonderClub |
