| Preface | p. ix |
| List of Symbols | p. xi |
| Introduction to Resource Selection Studies | p. 1 |
| Motivation and Definitions | p. 1 |
| The Data for Resource Selection Studies | p. 3 |
| Sampling Protocols and Study Designs | p. 4 |
| Comparison of Designs | p. 8 |
| Indices of Selection | p. 9 |
| Hypothesis Tests and Confidence Intervals | p. 11 |
| Discussion | p. 14 |
| Chapter Summary | p. 15 |
| Statistical Modelling Procedures | p. 16 |
| Simple Sample Comparisons | p. 16 |
| Linear Regression | p. 17 |
| Logistic Regression | p. 17 |
| Log-Linear Models | p. 18 |
| Proportional Hazards Models | p. 18 |
| Generalized Linear Models | p. 19 |
| Tests Used in Modelling | p. 20 |
| Model Selection Using AIC | p. 21 |
| Analysis of Residuals | p. 22 |
| Multiple tests and confidence intervals | p. 22 |
| Bootstrap Methods | p. 23 |
| Chapter Summary | p. 24 |
| Examples of the Use of Resource Selection Functions | p. 27 |
| Introduction | p. 27 |
| Examples | p. 28 |
| Sample Designs | p. 42 |
| Assumptions | p. 43 |
| Chapter Summary | p. 44 |
| Studies with Resources Defined by Several Categories | p. 46 |
| Introduction | p. 46 |
| Sampling Designs and Protocols | p. 46 |
| Choice of Estimators for Selection Ratios | p. 47 |
| Variance of a Ratio and the Difference of Ratios | p. 48 |
| Chi-Squared Tests | p. 49 |
| Design I with Known Proportions of Available Resource Units | p. 50 |
| Tests on Proportions of Used Units | p. 52 |
| Inferences Concerning Selection Ratios | p. 55 |
| Comparison of Selection Ratios | p. 57 |
| Design I with Estimated Proportions of Available Resource Units | p. 59 |
| Design II with Sampling Protocol A | p. 64 |
| Census of Available Resource Units | p. 65 |
| Sample of Available Resource Units | p. 72 |
| Design III with Sampling Protocol A | p. 76 |
| Census of Available Resource Units | p. 76 |
| Sample of Available Resource Units | p. 78 |
| Discussion | p. 78 |
| Chapter Summary | p. 80 |
| Exercise | p. 81 |
| Resource Selection Functions from Logistic Regression | p. 83 |
| Census Data | p. 83 |
| Use With a Random Sample of Resource Units | p. 84 |
| Separate Sampling | p. 99 |
| Separate Samples of Available and Used Units | p. 99 |
| Separate Samples of Available and Unused Units | p. 102 |
| Separate Samples of Used and Unused Units | p. 103 |
| Variances for Estimators and Their Differences | p. 106 |
| Discussion | p. 109 |
| Chapter Summary | p. 110 |
| Exercises | p. 110 |
| Resource Selection Over Several Time Periods | p. 118 |
| Census Data | p. 118 |
| Sample Data | p. 123 |
| Small Proportions of Used Resource Units Sampled | p. 127 |
| Samples of Unused Resource Units Only | p. 132 |
| Chapter Summary | p. 135 |
| Exercises | p. 135 |
| Log-linear Modelling | p. 139 |
| General Log-linear Modelling of Count Data | p. 139 |
| Examples | p. 140 |
| Chapter Summary | p. 148 |
| Exercise | p. 149 |
| Discrete Choice Models with Changing Availability | p. 150 |
| The Theory of Discrete Choice Models | p. 150 |
| Two Units Per Choice Set | p. 152 |
| Examples | p. 153 |
| Availability Sampled | p. 161 |
| Chapter Summary | p. 162 |
| Exercises | p. 162 |
| Applications Using Geographic Information Systems | p. 164 |
| Defining Use and Availability | p. 164 |
| Variable and Model Selection | p. 165 |
| Mapping of Resource Selection Functions | p. 165 |
| Examples | p. 165 |
| Chapter Summary | p. 170 |
| Discriminant Function Analysis | p. 171 |
| Linear Discriminant Function Analysis | p. 171 |
| Samples of Available and Used Resource Units | p. 173 |
| Samples of Available and Unused Resource Units | p. 173 |
| Samples of Unused and Used Resource Units | p. 174 |
| Quadratic Discriminant Function Analysis | p. 177 |
| Discussion | p. 177 |
| Chapter Summary | p. 177 |
| Exercise | p. 178 |
| Analysis of the Amount of Use | p. 179 |
| Introduction | p. 179 |
| Analysis of Counts of the Amount of Use | p. 179 |
| Analysis of Continuous Measures of the Amount of Use | p. 187 |
| Mixtures of Zeros and Positive Measures of the Amount of Use | p. 189 |
| Chapter Summary | p. 190 |
| Estimation of a Modified Log-Linear Model | p. 190 |
| Some Other Types of Analysis | p. 192 |
| Compositional Analysis | p. 192 |
| Mahalanobis Distance | p. 195 |
| Estimation Using Machine Learning Methods | p. 197 |
| Chapter Summary | p. 199 |
| Risk Assessment and Population Size Estimation | p. 200 |
| Risk Assessment | p. 200 |
| Estimating Population Size | p. 203 |
| Chapter Summary | p. 204 |
| Computing | p. 205 |
| General Considerations | p. 205 |
| Logistic Regression Example Code | p. 205 |
| Log-linear Model Example Code | p. 207 |
| Discrete Choice Model Example Code | p. 208 |
| Chapter Summary | p. 209 |
| References | p. 210 |
| Name Index | p. 217 |
| Subject Index | p. 220 |
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