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eclectic approach
method that applies various approaches/techniques
human factors psychologists
studies psychological aspects of how people interact with their surroundings
theory
hypothesis tested w/ lots of data
social desirability bias
people respond to questions based on how their response will be interpreted by others rather than how they would respond truthfully
null hypothesis
hypothesis you reject if p-value is lower than .05
p-value
determines the statistical significance of a set of data
lower the p-value, less likely results were due to chance
P greater than .05 = results could be due to chance and therefore NOT statistically significant
descriptive statistics
provide simple information about the sample, like mean, median, mode, range, standard deviation
frequency distribution
how often something happens
histogram
when you have continuous data and no spaces
measures of central tendency
mode, median, mean
mode
most frequent score
bimodal vs. multimodal
two distinct peaks vs. more than two distinct peaks
median
middle score (half above and half below)
measures of variance
range, standard deviation
range
highest score minus the lowest score
standard deviation
shows the extent to which scores vary relative to the mean
variance
how similar or diverse scores are
normal distributions
have typical variance that we can predict
positively skewed distributions
aka right skew
most scores in the low range
outlier pulls the mean to the right
negatively skewed distributions
aka left skew
most scores in the high range
outlier pulls mean to the left