Lecture 3 Flashcards
What is a measurement error?
- error from the process of measurement (reaction time, classification errors, precision, etc.)
-Can be random or systematic
What is a sample error?
- difference between sample statistic and the population parameter (e.g. sample mean – population mean)
- Due to the fact that a finite sample is being measured
- Converges on zero with increasing sample size
What is a type I error?
- Rejecting null when you shouldnt
- p-values (α) measure type I error probability
- Type I error inflated by pooling (multiple samples for one observation) and multiple statistical tests
What is a type II error?
- Failing to reject the null when you should
- power (1-β) measures type II error probability
- Type II error inflated by high measurement error, obscuring variables, small sample sizes
Analysis of covariance (ANCOVA)
- Quantifies how much variation in the total data set is explained by different treatments while controlling for other factors.
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ANCOVA vs ANOVA
Main difference: ANCOVA’s ability to control for the effects of certain continuous variables, known as covariates, which aren’t accounted for in an ANOVA, providing a more accurate comparison of group means
When to use non parametric statistics
Appropriate for situations where sample sizes are small
Less powerful than parametric statistics
Usually convert data to rank orders
Definition of evolution
Change over time in the proportion of individuals differing genetically in one or more traits
Examples of physiological adaptation
- Adjustment of the pupil and retina to varying degrees of illumination.
- A property of certain receptors through which they become less responsive or cease to respond to repeated or continued stimuli of constant intensity.
- The dynamic process in which the behavior and physiological mechanisms of an individual continually change to adjust to variations in living conditions
Examples evolutionary adaptation
- The acquisition of modifications in an organism that enable it to adjust to life in a new environment.
- An advantageous change in the function or constitution of an organ or tissue to meet new physiological conditions
Definition evolutionary adaptation
A process of genetic change in a population whereby, as a result of natural selection, the average state of a character becomes improved with reference to a specific function.
Definition Adaptation