Probability with R for Statistics and Data Science

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Files Included :

1 - Introduction.mp4 (26.99 MB)
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2 - R Basics.mp4 (50.11 MB)
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49 - Gamma Random Variables and rgamma.mp4 (32.99 MB)
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50 - Expected Value and Standard Deviation.mp4 (18.73 MB)
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51 - dgamma and pgamma.mp4 (17.18 MB)
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52 - qgamma.mp4 (10.82 MB)
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53 - Normal approximation to the gamma distribution.mp4 (37.22 MB)
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54 - Poisson Random Variables and rpois.mp4 (64.8 MB)
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55 - dpois.mp4 (15.47 MB)
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56 - Mean and Standard Deviation.mp4 (16.28 MB)
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57 - ppois.mp4 (11.87 MB)
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58 - qpois.mp4 (9.6 MB)
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59 - Different time periods Sums of Poisson Random Variables.mp4 (29.88 MB)
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60 - Normal Approximation.mp4 (31.6 MB)
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61 - Uniform Random Variables dunif.mp4 (35.75 MB)
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62 - Mean and standard deviation.mp4 (7.86 MB)
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63 - punif.mp4 (10.34 MB)
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64 - qunif and the inverse transform method.mp4 (38.11 MB)
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3 - Binary Random Variables Sample Space.mp4 (54.05 MB)
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4 - Simulating Bernoulli random variables with rbinom.mp4 (83.71 MB)
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5 - Parameters The population proportion.mp4 (45.92 MB)
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6 - Sample statistics mean for calculating sample proportions.mp4 (41.62 MB)
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7 - dbinom.mp4 (35.12 MB)
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10 - Estimating probabilities with mean and rbinom.mp4 (29.1 MB)
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11 - dbinom intro.mp4 (18.88 MB)
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12 - Expected Value.mp4 (78.55 MB)
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13 - Variance and Standard Deviation.mp4 (85.41 MB)
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14 - cdf and pbinom.mp4 (81.75 MB)
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15 - Other types of inequalities and intervals.mp4 (55.78 MB)
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16 - Visualizing the cdf.mp4 (26.33 MB)
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17 - The median.mp4 (50.61 MB)
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18 - qbinom.mp4 (75.41 MB)
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19 - Problemsolving with qbinom.mp4 (44.78 MB)
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8 - Binomial random variables.mp4 (89.73 MB)
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9 - meanrbinom Law of Large Numbers.mp4 (34.81 MB)
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20 - Hypergeometric random variables.mp4 (110.36 MB)
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21 - Normal Random Variables and the empirical rule.mp4 (75.65 MB)
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22 - Empirical rule with rnorm.mp4 (41.84 MB)
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23 - dnorm and probability density functions pdfs.mp4 (93.9 MB)
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24 - pnorm.mp4 (11.54 MB)
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25 - qnorm.mp4 (60.62 MB)
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26 - Expected value of sum.mp4 (27.09 MB)
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27 - Variance and standard deviation of sum.mp4 (21.59 MB)
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28 - The sum of normal random variables is a normal random variable.mp4 (8.11 MB)
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29 - Central Limit Theorem Normal Approximation to the Binomial Distribution.mp4 (29.9 MB)
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30 - Geometric Random Variables.mp4 (29.99 MB)
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31 - rgeom.mp4 (13.24 MB)
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32 - dgeom and the pmf of geometric random variables.mp4 (42.9 MB)
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33 - Expected Value and Standard Deviation.mp4 (39.96 MB)
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34 - CDFs and pgeom.mp4 (27.73 MB)
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35 - Inverse cdf quantiles qgeom.mp4 (29.02 MB)
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36 - Negative Binomial Random Variables.mp4 (38.26 MB)
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37 - rnbinom.mp4 (20.85 MB)
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38 - dnbinom.mp4 (49.23 MB)
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39 - Mean and standard deviation.mp4 (16.52 MB)
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40 - pnbinom.mp4 (26.73 MB)
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41 - qnbinom.mp4 (57 MB)
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42 - Normal Approximations to the negative binomial.mp4 (49.37 MB)
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43 - Exponential Random Variables.mp4 (29.43 MB)
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44 - rexp.mp4 (20.25 MB)
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45 - dexp.mp4 (9.29 MB)
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46 - Expected value and standard deviation.mp4 (31.95 MB)
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47 - pexp and memorylessness.mp4 (41.45 MB)
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48 - qexp.mp4 (7.69 MB)
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