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Lecture

# UASTAT141Ch11-13.pdf

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Department
Statistics
Course Code
STAT141
Professor
Paul Cartledge

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Ch. 11 – 13 - Gathering Data Def’n: An observational study is a study where a researcher observes characteristics of subjects in samples from populations of interest. A retrospective studyis an observational study in which subjects are selected and then their previous conditions/behaviours are determined. A prospective study is an observational study in which subjects are followed to observe future outcomes. No treatments are deliberately applied. expenriment is a study where a researcher applies different treatments to different subjects and observes the outcomes. A controlled clinical trial is a type of experiment. Drawing conclusions: 1. Infer to a larger population (Population) 2. Factor causes change in response (Causal) sampRliag?om Yes No Yes Both inferences Causal Random are possible inferences Assignment? Population Neither is No inferences possible Both types of study allow for population inferences, but only a properly designed (and randomized) experiment allows for causal inferences to be valid. Experiments are not always feasible. Sampling Def’n: A sampling frame is the list of subjects in the population from which the sample is taken. A random sample is a sample drawn in such a way that each element of the population has a chance of being selected. If chances are all the same Æ SRS of size n Ex11.1) A deck of cards: picking a card is a simple random sample. Moreover, placing the card back in the deck is a sample with replacement. Otherwise, there is sampling without replacement. Other sampling methods: - stratified random sample: divide population into strata, SRS from each stratum. - cluster random sample: divide population into large # of clusters, select SRS of clusters. - systematic sample: select individuals systematically from a sampling frame. - convenience sample: select individuals who are conveniently available. - voluntary response sample: collect data from individuals who volunteer
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