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Determine Probability scripts

Binomial Test

... one or two sided test.The script outputs the probability of observing the resulting value of "s" or "a" value, given "n" total outcomes with a probability of success of "p". Requirements: · MATLAB 7.8 or higher · MATLAB Statistics Toolbox ...
Matlab

Heteroskedasticity Test

Heteroskedasticity is a sequence of random variables, that could affect statistical data if they have large variances.It will need and use the 'regstats' and 'chi2cdf' functions from the Statistics Toolbox. Requirements: · MATLAB 7.7 or higher · MATLAB's Statistics Toolbox ...
Matlab

CDF for Tracy Widom Distribution of Gaussian Unitary Ensemble

The file contains a 2 x 495 matrix that can be read using the MatLab "csvread" command. Requirements: · MATLAB 7.8 or higher ...
Matlab

Cerberus Helpdesk

... and trainable Bayesian spam filter, which gives a probability rating on whether or not a given message is spam. A group of "interesting" words are sampled based on their deviation from uninteresting words found in your e-mail, by being either extremely innocent (e.g., your company name) or extremely spammy (e.g., ...

Interstitial Content Box

... visitor: - Randomly based on the desired probability (ie: 1/2, 1/10, 1/100 chance etc), or - Once per browser session. A session ends when the browser is closed and reopened, or - Once per x days using persistent cookies. ...
JavaScript

corrcof

CORRCOF computes correlation matrix of observation datas from cofactor matrix of residuals .Qvv=corrcof(A,P) INPUTS :Design Matrix (A) and Weight Matrix of observations(P).OUTPUT: The Correlation Matrix (RO) Requirements: · MATLAB Release: R13 ...
Matlab

mixed

Estimates the parameters of mixed linear model by using Henderson's Mixed Model Equations Algorithm. Requirements: · MATLAB Release: R10 ...
Matlab

MLE for two Normal Mixtures using EM algorithm

On line graphical presentation of parameter estimation of mixtures of two Normals defined by a Bernouli trial. Requirements: · MATLAB Release: R13 ...
Matlab

Rabin Miller probabilistic prime test

... potential prime, it can only lie with a probability of at most 1/4. With this script, you ... liar over some number of trials, and the probability of us not catching at least one liar ... trials. Removing mathematical rigor will suggest that the probability of the value being prime after k trials ...
Python

Weighted choice

This script uses fact that any probability distributions can be sampled by computing the cumulative distribution, drawing a random number from 0 to 1, and finding the x-value where that number is attained on the cumulative distribution. The searchsorted(..) function performs this search. This script return random samples of cumulative ...
Python

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