Publications by Sarah Serpas
Spatial Dem HW1
Instructions: In this assignment you will: A. Download ACS data for the year 2015 for Los Angeles County, California census tracts in R using the tidycensus library: In this extract, request both the proportion of the population that is Non-Hispanic Black and the proportion of the population that is Hispanic B. Construct a Queen – based contig...
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Spatial Dem HW3
Description: In this assignment you will: A. Construct a regression model for spatial data B. Examine the model for non-stationarity using a spatial regimes specification C. Describe the results of your analysis If you use your own data, follow these steps A. Use R for all analysis Define your outcome variable and all predictors. B. Generate spa...
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Spatial Demography Homework 4
Description: Use a data set of your choice. Consider any of the models discussed in the lecture for the outcome. You MUST use Either of the Binomial or Poisson models (could be a quasi-) What is your denominator/offset variable, or if you wish to construct a SMR/SIR/Expected Value, describe how you do this. Construct at least 4 predictors for yo...
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Spatial Dem HW 6 INLA
Instructions: Use a data set of your choice. Consider any of the models discussed in the lecture for the outcome. You MUST use: Either of the Binomial, Poisson or Negative Binomial models What is your denominator/offset variable, or if you wish to construct a SMR/SIR/Expected Value, describe how you do this. Construct at least 4 predictors for y...
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