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Biostats CPH
Biostats
20
Mathematics
Graduate
02/22/2017

Additional Mathematics Flashcards

 


 

Cards

Term
Standard Deviation of the mean
Definition
sigma/ sqr rt (n)
Term
Type I error or alpha
Definition
The probability of rejecting the null hypothesis when the null is true
Term
Central Limit Theorem
Definition
if the sum of the variables has a finite variance, then it will be approximately normal
Term
Power
Definition
the ability to reject the null hypothesis when the null is in fact false
Term
F-distribution
Definition
2 sample variances provided that the samples are independently drawn from 2 normal populations with equal variances
Term
Variability
Definition
In statistics, dispersion (also called variability, scatter, or spread) denotes how stretched or squeezed a distribution (theoretical or that underlying a statistical sample) is. Common examples of measures of statistical dispersion are the variance, standard deviation and interquartile range.
Term
F statistic
Definition
MST/MSE
Term
sampling distribution
Definition
the probability distribution for all given values of a given sample statistic
Term
type II error or beta
Definition
the error of failing to reject a false null hypothesis
Term
chi square distribution
Definition
used as test for independence/homogeneity between 2 categorical variables
Term
Tukey Test
Definition
a single-step multiple comparison procedure and statistical test. It can be used on raw data or in conjunction with an ANOVA (Post-hoc analysis) to find means that are significantly different from each other.
Term
Least squares
Definition
method of least squares is a standard approach in regression analysis to the approximate solution of overdetermined systems, i.e., sets of equations in which there are more equations than unknowns. "Least squares" means that the overall solution minimizes the sum of the squares of the errors made in the results of every single equation.
Term
Conditional probability
Definition
The probability that an event occurs if some condition is met
Term
Poisson distribution
Definition
a discrete probability distribution that expresses the probability of a given number of events occurring in a fixed interval of time and/or space if these events occur with a known average rate and independently of the time since the last event.
Term
Normal distribution
Definition
distribution is a very common continuous probability distribution. Normal distributions are important in statistics and are often used in the natural and social sciences to represent real-valued random variables whose distributions are not known.
Term
Z-score
Definition
statistical measurement of a score's relationship to the mean in a group of scores. A Z-score of 0 means the score is the same as the mean. A Z-score can also be positive or negative, indicating whether it is above or below the mean and by how many standard deviations.
Term
Fisher's exact test
Definition
is a statistical test used to determine if there are nonrandom associations between two categorical variables on a contingency table when counts are small
Term
scatterplot
Definition
is used to investigate the relationship between two continuous variables
Term
homogeneity
Definition
the variability of residuals around the regression line is
Term
meta-analysis
Definition
The basic tenet of a meta-analysis is that there is a common truth behind all conceptually similar scientific studies, but which has been measured with a certain error within individual studies. The aim in meta-analysis then is to use approaches from statistics to derive a pooled estimate closest to the unknown common truth based on how this error is perceived.
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