# Class Material

Here will class material be posted!

#1: Here are the slides of class 1 about statistical inference and the R code with more functions to practice.

#2: We will continue with statistical inference material of class 1. Here are the R code and the notes from class 2.

#3: Here are the slides for class 3 about prior and posterior distributions. Here are the R code from and the Notes from class 3.

#4: Here are Notes from today's class,  and the R Code.

#5: Here are the slides of class 5 about conjugate prior distributions and the notes. Try finding the posterior distributions in each Theorem!

#6: Here are the slides about Bayes Estimators if time permits. Here are the notes on conjugate prior distributions and improper priors.

#7: Here are the slides about Maximum Lkelihood Estimators if time permits. Here are the notes on Bayes Estimators and the R code.

#8: Here are the notes 1 and 2  about Bayes Estimators, and the R Code

#9: Here are the slides for today's class about Estimators.

#10. Class material for today.

#11.  Here is the solution of today's exercise. New solution for part e).

#12: Here is the material for today's class. Here are the notes and RCode for sampling distributions. Notes 2 about sampling distributions.

#13: Here is the material for today's class about the Chi-square distribution. Here are the notes of the class. Here are notes 2 about chi-square distribution, and here is the RCode.

#14: Here is material about joint distribution of the sample mean and sample variance, if time permits. Here are the notes,  and RCode.

#15: Here is the material for t Distribution if time permits. Here are the notes.

#16: Here is the material for confidence intervals.

#17Here an updated material for confidence intervals. And here are the notes and RCode. Here are notes 2 of confidence intervals.

#18: Here is the material for today's class. Here are the notes of the class.

#19: Here is the updated version of the exercises for tomorrow. Here is the solution for exercises 2 and 3: 1, 2, 3,4, 5, and 6. There is a mistake in the computation of the quantile of the Fisher distribution in exercise 3. Here is the update of items 3 c), d), and e).

#20: Here is the material for tomorrow's class. You can try to solve it! Here are the notes and the RCode.

#21: Here is the material for today's class about unbiased estimators. Here are the notes.

#22: Here is the materia for Fisher information. Here are the notes.

#23: Here is the material for today's class. Here are the notes.

#24: Here are the exercises for our last class and the Notes 1, 2, 3, 4, 5, and 6.

AttachmentSize StatisticalInferenceRCode.txt942 bytes StatisticalInference.pdf96.97 KB PriorAndPosteriorDistributions.pdf115.33 KB StatisticalInferenceRCode2.txt1.84 KB StatisticalInferenceNotes.pdf59.14 KB PriorAndPosteriorDistributionsRCode.txt606 bytes PriorAndPosteriorDistributionsRCode2.txt2.18 KB PriorAndPosteriorDistributionsNotes.pdf78.6 KB PriorAndPosteriorDistributionsNotes2.pdf128.67 KB PriorAndPosteriorDistributionsNotes3.pdf102.96 KB ConjugatePriorDistributions.pdf103.48 KB ConjugatePriorDistributionsNotes.pdf86.27 KB BayesEstimatorsRCode.txt853 bytes BayesEstimatorsNotes.pdf130.23 KB BayesEstimatorsNotes2.jpg496.2 KB BayesEstimatorsNotes3.jpg490.23 KB MaximumLikelihoodEstimatorsRCode.txt610 bytes BayesEstimatiors.pdf105.71 KB AboutEstimators.pdf50.49 KB MaximumLikelihoodEstimatorss.pdf86.67 KB Review and Example.pdf102.22 KB Solution.pdf162.58 KB NewSolutionForParteE.pdf530.27 KB SamplingDistributions.pdf101.75 KB SamplingDistributionsNotes.pdf94.87 KB SamplingDistributionofaStatisticRCode.txt971 bytes TheChiSquareDistribution.pdf105.11 KB SamplingDistributionsNotes2.pdf133.53 KB TheChiSquareDistributionNotes.pdf131.07 KB TheChiSquareDistributionNotes2.pdf101.97 KB TheChiSquareDistributionRCode.txt1.11 KB JointDistribution.pdf82.28 KB tDistribution.pdf110.3 KB JointDistributionRCode.txt610 bytes ConfidenceIntervals.pdf109.72 KB JointDistributionNotes.pdf137.38 KB tDistributionNotes.pdf120.72 KB ConfidenceIntervalsNotes.pdf94.13 KB ConfidenceIntervalsRCode.txt1.29 KB ConfidenceIntervals.pdf140.31 KB ConfidenceIntervalsNotes2.pdf150.54 KB Review and Example.pdf137.72 KB Review and Example.pdf137.89 KB IMG_20180302_184147944.jpg428.19 KB IMG_20180302_184200328.jpg478.12 KB IMG_20180302_184212526.jpg498.39 KB IMG_20180302_184219148.jpg400.47 KB IMG_20180302_184235106.jpg557.88 KB IMG_20180302_184246281.jpg508.7 KB change.pdf512.79 KB Review and Example.pdf137.96 KB ReviewandExampleNotes.pdf220.6 KB BayesianIntervals.pdf90.48 KB BayesianIntervalsNotes1.pdf92.23 KB UnbiasedEstimators.pdf99.1 KB FisherInformation.pdf86.63 KB FinishExerciseAndUnbiasedEstimators.pdf104 KB UnbiasedEstimatorsAndFisherInformationNotes.pdf147.14 KB RCode.txt2.89 KB FisherInformation.pdf111.75 KB FisherInformationNotes.pdf138.55 KB Review and Example.pdf58.9 KB Notes1.jpg583.19 KB Notes2.jpg543.47 KB Notes3.jpg508.47 KB Notes5.jpg479.72 KB Notes4.jpg504.96 KB Notes6.jpg501.95 KB