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Estimation of Finite Population Total under Complex Sampling Design viz. SRSWOR1 years ago
1. Introduction | 2. Estimators and Their Formulas | 2.1. Horvitz-Thompson Estimator | 2.2. Ratio Estimator | 2.3. Regression Estimator | 3. Performance Metrics Used in Simulation | 4. Monte Carlo Simulation Framework | 5. Results Summary | Function: survey_sim_est | Function Definition | Example Usage | 6. Interpretation of Results | 7. Conclusion | References
surveySimR 0.1.0Nobin Ch Paulsurvey_sim_est.Rmd
Getting Started with APTIcalc1 years ago
Introduction | What is APTI? | Why APTI Matters | How APTI is Calculated | Interpreting APTI Values | Factors Shaping APTI | Applications That Inspire | Installation | Calculating APTI | Try It with Sample Data | Unlocking Insights | Real-World Impact | Shiny App | Exploring the Shiny App | Why You’ll Love the App | Sample Data | References
APTIcalc 0.1.1Nobin Chandra Paul APTIcalc_vignette.Rmd
SpatialPOP: package for generation of spatial data along with spatial coordinates and spatially varying model parameters5 years ago
Introduction | Generation of simulated dataset based on spatially varying regression model
SpatialPOP 0.1.0Nobin Chandra PaulSpatialPOP.Rmd