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STATISTICS AND THE TI-83 Lesson 15 Sampling or To display the MATH PROB menu, press MATH 1. rand: generates and returns one random numbers ≥0 and ≤1. . rand(n): generates and returns n random numbers ≥0 and ≤1. Exercise 1. Store 10 random numbers ≥0 and ≤1 on a list L1. MATH PROB 1 rand(10) STO 2nd L1 ENTER answer: you should obtain 10 random numbers Note. An expression can be included in to generate numbers ≥1. The expression rand(n)*(a-b)+b will give n random numbers >b and <a Exercise 2: Store 8 random numbers on a list L2. Numbers should be ≥1 and <6, rounded to 2 decimal places. MODE FLOAT MATH ENTER 2 ENTER 2nd QUIT PROB 1 rand(8)*5+1 STO 2nd L2 (you get a list of 8 numbers ≥1 and <6) n STO rand generates a different number sequence. To generate a different random number sequence, store any nonzero seed value to rand. To restore the factory-set seed value, store 0 to rand or reset the defaults. EXERCISE 3. Store 10 random numbers on a list L3. Numbers should be ≥0 and <20, round answers to 1 decimal place. MODE FLOAT 1 MATH STO 2nd L3 ENTER 2nd QUIT PROB 1 rand(10)*20 ENTER Exercise 4: Store 15 random numbers on a list L1. Numbers should be ≥3 and <25, rounded to 2 decimal places. MODE FLOAT MATH ENTER (you get a list of 15 numbers) 2 ENTER 2nd QUIT PROB 1 rand(15)*22+3 STO -139 - 2nd L1 Exercise 5: Store 50 random numbers on a list L2. Numbers should be ≥7.3 and <42.8, rounded to 2 decimal places. Find the descriptive measures of the values in L 2. MODE FLOAT MATH STO 2nd L2 ENTER STAT 2 ENTER 2nd QUIT PROB 1 rand(50)*35.5+7.3 CALC ENTER (you get a list of 50 numbers) 1 1-Var Stats 2nd L2 ENTER 5. RndInt(lower, upper, number): returns a list of n integers within two bounds, inclusive. MATH PRB 5 randInt(L, U, n) Exercise 6 : store 10 random integers from 4 to 13 in L 3 PRB 5 randInt(4, 13, 10) ENTER STO 2nd L3 MATH ENTER 6. randNorm(mean, stdv, n): returns a sample of size n selected from a normal population with a given mean and standard deviation. MATH PRB 6 randNorm( , , n ) Exercise 7: store 10 random numbers from a normal population with mean 20 and standard deviation 2. MATH ENTER STO 2nd L4 ENTER PRB 6 randNorm (20, 2, 10) Compute the descriptive measures of the sample STAT CALC 1 1-Var Stats 2nd L4 ENTER 7. randBin(number of trials, probability of success for each trial, Number of simulations) MATH PRB 7 randBin (n, p, # of successes) Exercise 8: find the number of heads in 6 tosses of a coin. Repeat the experiment 20 times. Use a binomial simulation. MATH PRB 7 randBin (6, .5, 20) ENTER STO 2nd L5 ENTER Find the descriptive measures of the 20 observations. How close is the mean to np=6(.5)=3 and the standard deviation to STAT CALC 6(.5)(.5) =1.224744871? Observe. 1 1-Var Stats 2nd L5 ENTER -140- In the following exercise answers will vary from my answers because of randomness. Exercise 9: Repeat the experiment of problem 8, 200 times. Use a binomial simulation. MATH PRB 7 randBin (6, .5, 200) STO ENTER 2nd L6 ENTER a) Find the descriptive measures of the 200 observations. How close is the mean to np=6(.5)=3 and the standard deviation to STAT CALC 6(.5)(.5) =1.224744871?, observe. 1 1-Var Stats 2nd L6 ENTER b) Find the distribution of values for the number of heads in the sample of 200 simulations. Y= (delete all existing plots and functions) 2nd STAT PLOT 1 select ON histogram XList: L6 WINDOW Xmin=-1 Xmax=8 TRACE (obtain frequencies by tracing) Freq: 1 Ymin=-1 Ymax=100 GRAPH X 0 1 2 3 4 5 6 F 2 23 43 68 45 16 3 c) Find the probability that the number of heads is exactly 4. Check by using the binomial distribution. 45 200 =.225 2nd DISTR 0 binompdf(6, .5, 4) ENTER answer: .234376 d) Find the probability that the number of heads is less than or equal to 4. Check by using the binomial distribution. 181 200 =.905 2nd DISTR ALPHA A binompdf(6, .5, 4) ENTER answer: .890625 Exercise 10: For a binomial with n=12, p=.4, the mean = np = 4.8 and the standard deviation is np(1 p) 12(.4)(.6) 1.70 Use 100 simulations to check those results. Use the STAT CALC MATH PRB 7 randBin (12, .4, 100) STO STAT CALC 1 1-Var Stats 2nd L6 ENTER Observe the results. -141- 2nd L6 ENTER