General Topic Flashcards
(77 cards)
When data is highly skewed, what measure of central tendency is used?
Median
What is standard error?
Refers to the likelihood that the mean and standard deviation of a specific sample of participants reflect the mean and standard deviation of the full population of potential participants
Computed by dividing the standard deviation by the square root of the sample size
What is interquartile range?
Distance between the 25th and 75th% tiles
What is a categorical variable and how should you analyze it?
Variable made of categories that cannot be quantified like blood type
Should be analyzed with non-parametrics statistics
What is a continuous variable and how should it be analyzed?
A variable that gives a score for each subject in a sample and can take on any value on a measurement scale like blood pressure
Should be analyzed with parametric statistics
What is an ordinal variable?
A variable that is recorded on an interval scale from highest to lowest, but does not involve the use of the numerical relationship between the numbers like when a patient rates their pain on a scale of one to 10
What is a parametric test?
Assumes that the data is normally distributed
What is a non-parametric test
Assumes that #DATA is not normal distribution and is typically more stringent
What is the P value?
The probability of the observed result or something more extreme under the no hypothesis, also known as the probability that any particular outcome would have occurred by chance
What is a confidence interval?
Range of values around the sample mean within which a researcher can be certain usually about 95% and it contains the true meaning of the population
What types of analysis to use when both variables are continuous meaning something like blood pressure?
Regression and correlation
What is the regression analysis?
Whether you can predict the value of one variable, which is the dependent variable from the value of another variable, the independent variable
Like a patient’s cholesterol level from the number of years here she has been smoking
What does beta mean when it is reported with regression results?
That is the value by which the independent variable must be multiplied to determine the value of the dependent variable
What type of test can you run when one variable is categorical and one is continuous?
T test and a nova
What is a t test?
Examining whether two groups of participants differ on a variable so comparing findings between a control group and an experimental group
What does a nova involve?
Examining whether two or more groups differ significantly on a variable and it is used when you have more than one experimental group
What is an omnibus F test?
Tells you, whether there is an overall difference between your groups
Wilcoxon signed ranks test
This test functions as a tea test for ordinal variables, examining whether the control group and the experimental group would differ in Payne rat
What is a Pearson chi Square test
Hypothesis test, which may be performed on contingency tables and is used to discover if there is a relationship between two categorical variables
Type one error
Probability of falsely rejecting the null hypothesis
Type two error
Probability of failing to reject the null hypothesis when they’re really is a difference
Power of the study
The statistical likelihood that our researcher will find a significant effect that exists based on the sample size and number of variables
Level one evidence
Randomized control trials or systematic reviews
Level two evidence
Lesser quality, randomized, clinical trials or a cohort study or systematic review of such studies