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Inferential Statistics examinations 2024

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  • Inferential Statistics
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  • Inferential Statistics

What is inferential statistics? - answer-Allow us to estimate population characteristics from sample data Requires that we make certain assumptions about how well the sample represents the larger population Inferential statistics relies on two concepts - answer-1. probability 2. sampling error...

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  • September 3, 2024
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  • Exam (elaborations)
  • Questions & answers
  • Inferential Statistics
  • Inferential Statistics
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INFERENTIAL STATISTICS EXAMINATIONS
2024

What is inferential statistics? - answer-Allow us to estimate population
characteristics from sample data
Requires that we make certain assumptions about how well the sample
represents the larger population

Inferential statistics relies on two concepts - answer-1. probability
2. sampling error

What is probability - answer-likelihood that any one event will occur, given all
possible outcomes
represented by p

What is sampling error - answer-tendency for sample values to differ from
actual population values

Sampling error explains these assumptions: - answer-1. random sample (all
members of population have equal chance of occurring in the sample)
2. homogeneity of variance (samples have same amount of variability)

What is CI - answer-Confidence interval
range of scores with specific boundaries or confidence limits that should
contain the population mean
95% CI means that you are 95% confident that the population mean will fall
within a specified interval

Null hypothesis - answer-Ho
Differences between means is due to chance

Compare the p-value to predetermined level of significance to determine
whether null hypothesis is rejected or accepted

Alternative hypothesis - answer-H1
difference between means is not due to chance

Type I Error - answer-reject Ho when it is true

conclude that real differences exist when it actually doesn't

5% chance of type I error, 95% sure you can reject Ho

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