Minitab Quick Reference MINITAB GUIDE/MANUAL for Binomial Distribution & Normal Distribution Minitab Commands for BINOMIAL DISTRIBUTION To illustrate the commands, consider the following example … Example: X is a binomial RV with n=20 and p=0.4 a. Find P(X=8) a. b. Find P(X<=8) c. Find P(X>=10) d. Find P(7<=X<=13) Click on Calc >> Probability Distributions >> Binomial *Probability number of trials 20 probability of success 0.4 *Input Constant 8 Minitab Output P(X=8) = 0.179706 b. Click on Calc >> Probability Distributions >> Binomial *Cumulative probability number of trials 20 Probability of success 0.4 *Input Constant 8 Minitab Output P(X<=8) = 0.595599 c. Click on Calc >> Probability Distributions >> Binomial *Cumulative Probability number of trials 20 probability of success 0.4 *Input Constant 9 Minitab Output P(X<=9) = 0.755337 d. So, P(X>=10) = 1- 0.755337 = 0.244663 Click on Calc >> Probability Distributions >> Binomial *Cumulative Probability number of trials 20 probability of success 0.4 *Input Constant 6 Click on Calc >> Probability Distributions >> Binomial *Cumulative Probability number of trials 20 probability of success 0.4 *Input Constant 13 Minitab Output P(X<=6) = 0.250011 P(X<=13) = 0.993534 giving P(7<=X<=13) = 0.993534-0.250011 = 0.743523 Using Minitab to find Normal probabilities (Skill #1) and to find values of the Normal RV (skill #2). Skill #1 Finding Normal probabilities (When X is Normal with mean = mu and stdev =sigma) Click on Calc >> Probability Distributions >> Normal *Cumulative Probability Mean mu Standard deviation sigma *Input Constant k Whatever value of k you input Minitab gives P (X<=k) (When X is Normal with mean = mu and stdev =sigma) Skill#2 Finding values of X (When X is Normal with mean = mu and stdev =sigma) Click on Calc >> Probability Distributions >> Normal *Inverse cumulative probability Mean mu Standard deviation sigma *Input constant p p must be a value between 0 and 1 Whatever value of p you input Minitab gives # so that P(X<=#) = p Minitab Binomial Capabilities Choose Calc > Probability Distributions > Binomial Consider X distributed Binomial n,p to find P(X = x) Enter the value of n Enter the value of p Enter the value of x Consider X distributed Binomial n,p to find P(X <= x) Enter the value of n Enter the value of p Enter the value of x Minitab Normal Capabilities Choose Calc > Probability Distributions > Normal Consider X distributed Normal mean μ and stdev σ to find P(X <= x) Enter the value of μ Enter the value of σ Enter the value of x Consider X distributed Normal mean μ and stdev σ to find the value of x such that P(X <= x) = p Enter the value of μ Enter the value of σ Enter the value of p MINITAB has recently added other way/feature for working with distributions … Finding Values for Theoretical Distributions To find a probability or a percentile from a theoretical distribution, go to: Graph => Probability Distribution Plot => Select “View Probability” and click OK. You will see the “Distribution” screen, and can select Normal, Binomial, t, or other distributions off the drop-down menu, and enter any relevant parameters (such as n, p for the Binomial). You should then select the “Shaded Area” tab. You can opt to put in a Probability (area) or an X-value (cutoff or boundary value), and you can select Left tail, Right tail, or Two-tail or Middle. Make the selections and click OK and you will see the result. Example – consider a Normal Model with mean 100 and stdev = 15 To find the probability less than 120 … Example – consider a Normal Model with mean 100 and stdev = 15 To find the 77th percentile … Distribution Plot Normal, Mean=1 00, StDev=1 5 0.030 0.025 Density 0.020 0.01 5 0.77 0.01 0 0.005 0.000 100 X 111.1 Example – consider a Binomial Model with n = 80and p = 0.4 To find P(X <= 30) Distribution Plot Binomial, n=80, p=0.4 0.09 0.08 Probability 0.07 0.06 0.05 0.04 0.03 0.3687 0.02 0.01 0.00 30 X 46