Questions and All Answers and
Illustrations Given
Descriptive Statistics - ✔✔Consists of methods of summarizing and organizing
information
Population - ✔✔Collection of all individuals or items under consideration in
statistical study
Sample - ✔✔Part of population from which information is obtained
Inferential Statistics - ✔✔Consists of methods for drawing and measuring the
reliability of conclusions about a population based on information obtained
from a sample of the population
Descriptive Statistics purpose - ✔✔To examine/explore information for intrinsic
interest
Inferential Statistics purpose - ✔✔To draw conclusions about population from
sample taken
Observational study - ✔✔Observing characteristics and taking measurements
(show associations)
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, Designed Experiment - ✔✔Imposing treatments and controls to observe
characteristics (can establish causation)
Census - ✔✔Obtaining information fro entire population of interest
Representative Sample - ✔✔Closely represents relevant characteristics of
population under consideration
Probability Sampling - ✔✔Uses random device to decide which members of
population instead of human judgment
Simple Random Sampling - ✔✔Each possible sample has equal chance (with and
without replacement)
Systematic Random Sampling - ✔✔Provides sufficient coverage when
information about sub populations is required
Cluster Sampling - ✔✔Useful when the members of population are widely
scattered
Stratified Sampling with Proportional Allocation - ✔✔Obtaining simple random
sample of size proportional to population in each stratum
Experimental Design - ✔✔Uses principles to conclude that differences in results
of experiment not reasonably attributable to chance are likely caused by
treatments (Control, randomization, replication)
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©JOSHCLAY 2025/2026. YEAR PUBLISHED 2025.