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| Preface | |
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| List of Symbols | |
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| Introduction to Resource Selection Studies | |
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| Motivation and Definitions | |
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| The Data for Resource Selection Studies | |
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| Sampling Protocols and Study Designs | |
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| Comparison of Designs | |
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| Indices of Selection | |
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| Hypothesis Tests and Confidence Intervals | |
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| Discussion | |
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| Chapter Summary | |
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| Statistical Modelling Procedures | |
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| Simple Sample Comparisons | |
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| Linear Regression | |
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| Logistic Regression | |
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| Log-Linear Models | |
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| Proportional Hazards Models | |
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| Generalized Linear Models | |
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| Tests Used in Modelling | |
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| Model Selection Using AIC | |
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| Analysis of Residuals | |
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| Multiple tests and confidence intervals | |
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| Bootstrap Methods | |
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| Chapter Summary | |
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| Examples of the Use of Resource Selection Functions | |
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| Introduction | |
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| Examples | |
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| Sample Designs | |
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| Assumptions | |
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| Chapter Summary | |
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| Studies with Resources Defined by Several Categories | |
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| Introduction | |
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| Sampling Designs and Protocols | |
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| Choice of Estimators for Selection Ratios | |
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| Variance of a Ratio and the Difference of Ratios | |
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| Chi-Squared Tests | |
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| Design I with Known Proportions of Available Resource Units | |
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| Tests on Proportions of Used Units | |
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| Inferences Concerning Selection Ratios | |
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| Comparison of Selection Ratios | |
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| Design I with Estimated Proportions of Available Resource Units | |
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| Design II with Sampling Protocol A | |
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| Census of Available Resource Units | |
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| Sample of Available Resource Units | |
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| Design III with Sampling Protocol A | |
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| Census of Available Resource Units | |
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| Sample of Available Resource Units | |
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| Discussion | |
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| Chapter Summary | |
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| Exercise | |
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| Resource Selection Functions from Logistic Regression | |
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| Census Data | |
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| Use With a Random Sample of Resource Units | |
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| Separate Sampling | |
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| Separate Samples of Available and Used Units | |
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| Separate Samples of Available and Unused Units | |
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| Separate Samples of Used and Unused Units | |
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| Variances for Estimators and Their Differences | |
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| Discussion | |
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| Chapter Summary | |
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| Exercises | |
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| Resource Selection Over Several Time Periods | |
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| Census Data | |
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| Sample Data | |
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| Small Proportions of Used Resource Units Sampled | |
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| Samples of Unused Resource Units Only | |
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| Chapter Summary | |
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| Exercises | |
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| Log-linear Modelling | |
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| General Log-linear Modelling of Count Data | |
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| Examples | |
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| Chapter Summary | |
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| Exercise | |
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| Discrete Choice Models with Changing Availability | |
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| The Theory of Discrete Choice Models | |
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| Two Units Per Choice Set | |
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| Examples | |
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| Availability Sampled | |
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| Chapter Summary | |
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| Exercises | |
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| Applications Using Geographic Information Systems | |
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| Defining Use and Availability | |
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| Variable and Model Selection | |
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| Mapping of Resource Selection Functions | |
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| Examples | |
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| Chapter Summary | |
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| Discriminant Function Analysis | |
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| Linear Discriminant Function Analysis | |
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| Samples of Available and Used Resource Units | |
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| Samples of Available and Unused Resource Units | |
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| Samples of Unused and Used Resource Units | |
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| Quadratic Discriminant Function Analysis | |
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| Discussion | |
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| Chapter Summary | |
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| Exercise | |
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| Analysis of the Amount of Use | |
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| Introduction | |
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| Analysis of Counts of the Amount of Use | |
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| Analysis of Continuous Measures of the Amount of Use | |
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| Mixtures of Zeros and Positive Measures of the Amount of Use | |
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| Chapter Summary | |
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| Estimation of a Modified Log-Linear Model | |
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| Some Other Types of Analysis | |
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| Compositional Analysis | |
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| Mahalanobis Distance | |
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| Estimation Using Machine Learning Methods | |
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| Chapter Summary | |
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| Risk Assessment and Population Size Estimation | |
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| Risk Assessment | |
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| Estimating Population Size | |
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| Chapter Summary | |
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| Computing | |
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| General Considerations | |
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| Logistic Regression Example Code | |
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| Log-linear Model Example Code | |
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| Discrete Choice Model Example Code | |
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| Chapter Summary | |
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| References | |
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| Name Index | |
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| Subject Index | |