Sampling Outline:
SIMPLE
RANDOM SAMPLING............................................................
INTRODUCTION.....................................................................................................
DRAWING
A SIMPLE RANDOM SAMPLE..........................................................
ESTIMATING THE
POPULATION MEAN
.........................................................
ASSUMPTIONS FOR
SIMPLE RANDOM SAMPLING.........................................
SIMPLE RANDOM
SAMPLING WITH REPLACEMENT......................................
ESTIMATING THE
POPULATION TOTAL
........................................................
ESTIMATING A
POPULATION PROPORTION p.................................................
SAMPLING WITH PROBABILITIES
PROPORTIONAL TO SIZE........................
APPLICATIONS.......................................................................................................
STRATIFIED RANDOM
SAMPLING..................................................................................
ADVANTAGES /
APPLICATIONS..........................................................................
PROCEDURE............................................................................................................
ESTIMATING THE
POPULATION MEAN.............................................................
SAMPLE SIZE...........................................................................................................
PROPORTIONAL
ALLOCATION...........................................................................
OPTIMAL ALLOCATION........................................................................................
ESTIMATION OF A
POPULATION PROPORTION..............................................
CHOOSING STRATA...............................................................................................
CHOOSING AN
ALLOCATION.............................................................................
POST-STRATIFICATION........................................................................................
APPLICATIONS.......................................................................................................
RATIO ESTIMATION...........................................................................................................
CLUSTER SAMPLING.........................................................................................................
ESTIMATING A
POPULATION MEAN.................................................................
COMBINING CLUSTER
SAMPLING WITH STRATIFICATION.........................
SYSTEMATIC SAMPLING..................................................................................................
ADVANTAGES /
APPLICABILITY.........................................................................
ESTIMATING POPULATION
MEAN, TOTAL, AND PROPORTION..................
SAMPLE SIZE...........................................................................................................
REPEATED SYSTEMATIC
SAMPLES....................................................................
APPLICATIONS.......................................................................................................
TWO-STAGE CLUSTER
SAMPLING.................................................................................
ADVANTAGES.........................................................................................................
ESTIMATES OF
POPULATION MEAN, TOTAL, AND PROPORTION...............
SAMPLE SIZE...........................................................................................................
APPLICATIONS.......................................................................................................
ADVANCED TOPICS...........................................................................................................
SAMPLING WITH
REPLACEMENT.......................................................................
REGRESSION ESTIMATION..................................................................................
DOUBLE SAMPLING...............................................................................................
NON-RESPONSE BIAS...........................................................................................
ERRORS OF MEASUREMENT................................................................................
INTERPENETRATING
SAMPLES...........................................................................
JACK-KNIFING.......................................................................................................
BOOTSTRAPPING...................................................................................................
MONTE CARLO
TECHNIQUES.............................................................................
CONNECTIONS TO
COMPARISONS AND HYPOTHESIS TESTS....................