Download Free Download : Udemy Statistics for Finance
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:4.39 GB
Files Included :
001 Introduction.mp4 (30.34 MB)
MP4
001 Financial Data.mp4 (56.39 MB)
MP4
002 Returns.mp4 (49.9 MB)
MP4
004 Numpy Arrays.mp4 (39.34 MB)
MP4
005 Pandas Series.mp4 (16.16 MB)
MP4
006 Pandas for Financial Time Series.mp4 (87.75 MB)
MP4
002 Experiments and Sample Spaces.mp4 (29.93 MB)
MP4
003 The Probability Function.mp4 (103.38 MB)
MP4
004 Further Sample Probability Calculations.mp4 (14.35 MB)
MP4
005 Combinatorial Probability.mp4 (87.93 MB)
MP4
006 Conditional Probability.mp4 (28.06 MB)
MP4
007 Urn Models.mp4 (35.37 MB)
MP4
008 Independent Events.mp4 (111.92 MB)
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009 Independence Examples.mp4 (21.77 MB)
MP4
010 Random Variables.mp4 (52.39 MB)
MP4
011 Cumulative Distribution Functions.mp4 (41.01 MB)
MP4
012 Discrete Random Variables and Probability Distributions.mp4 (37.54 MB)
MP4
013 Discrete Uniform Distribution.mp4 (12.94 MB)
MP4
014 Bernoulli and Binomial Distribution.mp4 (26.66 MB)
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015 Sample Binomial Calculations.mp4 (18.53 MB)
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016 Independent Random Variables.mp4 (33.1 MB)
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017 Independent Random Variables Further Concepts.mp4 (19.1 MB)
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019 Expected Value.mp4 (67.9 MB)
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020 Expected Values of Functions.mp4 (12.65 MB)
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021 Linearity of Expected Value.mp4 (37.54 MB)
MP4
022 Variance.mp4 (38.62 MB)
MP4
023 Binomial Distributions Expected Value and Variance.mp4 (8.15 MB)
MP4
024 Continuous Random Variables.mp4 (53.21 MB)
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025 Expectation and Variance of Continuous Random Variables.mp4 (47.35 MB)
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026 Moments and Moment Generating Functions.mp4 (45.5 MB)
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027 Discrete Bivariate Distributions.mp4 (40.7 MB)
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028 Marginal Distributions.mp4 (30.24 MB)
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029 Continuous Bivariate Distributions.mp4 (40.34 MB)
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030 Covariance and Correlation.mp4 (71.76 MB)
MP4
031 Multivariate Distributions.mp4 (37.83 MB)
MP4
001 Normal Distribution.mp4 (25.17 MB)
MP4
002 Calculations with the Normal Distribution.mp4 (41.32 MB)
MP4
003 Sums of Independent Normal Random Variables.mp4 (52.84 MB)
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004 Exponential Distribution.mp4 (40 MB)
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005 Gamma Distribution.mp4 (33.85 MB)
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006 Aspects of the Gamma Distribution.mp4 (70.95 MB)
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007 Chi-square Distribution.mp4 (45.78 MB)
MP4
001 Location Parameter.mp4 (31.09 MB)
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002 Scale Parameter.mp4 (78.15 MB)
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003 Location-Scale Transformations.mp4 (26.92 MB)
MP4
004 Location-Scale Families.mp4 (23.67 MB)
MP4
005 Transformations of Continuous Random Variables; Change of Variable Formula.mp4 (85.56 MB)
MP4
006 Change of Variable Examples.mp4 (23.91 MB)
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007 Transformations of Discrete Random Variables.mp4 (28.77 MB)
MP4
008 Quantiles of Continuous Random Variables.mp4 (34.8 MB)
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009 Quantiles of Discrete Distributions.mp4 (35.4 MB)
MP4
010 Location, Scale, and Shape Parameters.mp4 (23.78 MB)
MP4
011 Skewness and Asymmetry.mp4 (28.74 MB)
MP4
012 Skewed Distributions.mp4 (13.17 MB)
MP4
013 Kurtosis and Fat Tails.mp4 (29.48 MB)
MP4
014 Student's t Distribution.mp4 (16 MB)
MP4
015 Normal Mixture Distribution.mp4 (29.09 MB)
MP4
001 Random Samples.mp4 (32.68 MB)
MP4
002 Markov's Inequality and Chebyshev's Inequality.mp4 (32.81 MB)
MP4
003 The Law of Large Numbers.mp4 (29.72 MB)
MP4
004 The Central Limit Theorem.mp4 (55.13 MB)
MP4
005 Order Statistics.mp4 (34.24 MB)
MP4
006 The Sample Mean and Variance.mp4 (33.07 MB)
MP4
007 The t-Distribution in Sampling.mp4 (18.97 MB)
MP4
001 Statistical Inference.mp4 (10.37 MB)
MP4
002 Estimation.mp4 (12.98 MB)
MP4
003 Maximum Likelihood Estimation.mp4 (95.05 MB)
MP4
004 Maximum Likelihood Estimation One Parameter Examples.mp4 (29.78 MB)
MP4
005 Maximum Likelihood Estimators for Normal Models.mp4 (45.96 MB)
MP4
006 The Method of Moments.mp4 (75.82 MB)
MP4
007 Normal Confidence Bounds.mp4 (68.81 MB)
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008 Examples of Normal Confidence Bounds.mp4 (32.19 MB)
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009 Normal Confidence Intervals.mp4 (74.6 MB)
MP4
010 Hypothesis Testing An Illustrative Example.mp4 (67.1 MB)
MP4
011 Null and Alternative Hypotheses.mp4 (72.05 MB)
MP4
012 Test Statistics and p-values.mp4 (81.52 MB)
MP4
013 Significance Levels.mp4 (86.16 MB)
MP4
014 The Size of a Test.mp4 (25.9 MB)
MP4
015 The Testing Power Function.mp4 (116.88 MB)
MP4
002 Time Series and Stochastic Processes.mp4 (48.94 MB)
MP4
003 Stationarity.mp4 (41.38 MB)
MP4
004 The Sample Moments of Financial Time Series.mp4 (78.56 MB)
MP4
005 Stationarity vs Structural Breaks.mp4 (72.35 MB)
MP4
006 Stationary Models and White Noise.mp4 (33.86 MB)
MP4
007 White Noise Tests.mp4 (123 MB)
MP4
008 GARCH Processes.mp4 (55.01 MB)
MP4
010 Fitting GARCH(1,1) Models.mp4 (65.51 MB)
MP4
002 The Marginal Distribution of a Time Series.mp4 (24.54 MB)
MP4
003 Histograms.mp4 (48.02 MB)
MP4
004 Probability Plots.mp4 (71.91 MB)
MP4
005 Testing for Normality.mp4 (42.79 MB)
MP4
006 Normalilty Testing Examples.mp4 (36.14 MB)
MP4
007 Fitting the t-Distribution with the Method of Moments.mp4 (95 MB)
MP4
009 Maximum Likelihood Estimators for the Student t Distribution.mp4 (118.84 MB)
MP4
010 Normal Mixture Distributions.mp4 (98.84 MB)
MP4
MP4
001 Financial Data.mp4 (56.39 MB)
MP4
002 Returns.mp4 (49.9 MB)
MP4
004 Numpy Arrays.mp4 (39.34 MB)
MP4
005 Pandas Series.mp4 (16.16 MB)
MP4
006 Pandas for Financial Time Series.mp4 (87.75 MB)
MP4
002 Experiments and Sample Spaces.mp4 (29.93 MB)
MP4
003 The Probability Function.mp4 (103.38 MB)
MP4
004 Further Sample Probability Calculations.mp4 (14.35 MB)
MP4
005 Combinatorial Probability.mp4 (87.93 MB)
MP4
006 Conditional Probability.mp4 (28.06 MB)
MP4
007 Urn Models.mp4 (35.37 MB)
MP4
008 Independent Events.mp4 (111.92 MB)
MP4
009 Independence Examples.mp4 (21.77 MB)
MP4
010 Random Variables.mp4 (52.39 MB)
MP4
011 Cumulative Distribution Functions.mp4 (41.01 MB)
MP4
012 Discrete Random Variables and Probability Distributions.mp4 (37.54 MB)
MP4
013 Discrete Uniform Distribution.mp4 (12.94 MB)
MP4
014 Bernoulli and Binomial Distribution.mp4 (26.66 MB)
MP4
015 Sample Binomial Calculations.mp4 (18.53 MB)
MP4
016 Independent Random Variables.mp4 (33.1 MB)
MP4
017 Independent Random Variables Further Concepts.mp4 (19.1 MB)
MP4
019 Expected Value.mp4 (67.9 MB)
MP4
020 Expected Values of Functions.mp4 (12.65 MB)
MP4
021 Linearity of Expected Value.mp4 (37.54 MB)
MP4
022 Variance.mp4 (38.62 MB)
MP4
023 Binomial Distributions Expected Value and Variance.mp4 (8.15 MB)
MP4
024 Continuous Random Variables.mp4 (53.21 MB)
MP4
025 Expectation and Variance of Continuous Random Variables.mp4 (47.35 MB)
MP4
026 Moments and Moment Generating Functions.mp4 (45.5 MB)
MP4
027 Discrete Bivariate Distributions.mp4 (40.7 MB)
MP4
028 Marginal Distributions.mp4 (30.24 MB)
MP4
029 Continuous Bivariate Distributions.mp4 (40.34 MB)
MP4
030 Covariance and Correlation.mp4 (71.76 MB)
MP4
031 Multivariate Distributions.mp4 (37.83 MB)
MP4
001 Normal Distribution.mp4 (25.17 MB)
MP4
002 Calculations with the Normal Distribution.mp4 (41.32 MB)
MP4
003 Sums of Independent Normal Random Variables.mp4 (52.84 MB)
MP4
004 Exponential Distribution.mp4 (40 MB)
MP4
005 Gamma Distribution.mp4 (33.85 MB)
MP4
006 Aspects of the Gamma Distribution.mp4 (70.95 MB)
MP4
007 Chi-square Distribution.mp4 (45.78 MB)
MP4
001 Location Parameter.mp4 (31.09 MB)
MP4
002 Scale Parameter.mp4 (78.15 MB)
MP4
003 Location-Scale Transformations.mp4 (26.92 MB)
MP4
004 Location-Scale Families.mp4 (23.67 MB)
MP4
005 Transformations of Continuous Random Variables; Change of Variable Formula.mp4 (85.56 MB)
MP4
006 Change of Variable Examples.mp4 (23.91 MB)
MP4
007 Transformations of Discrete Random Variables.mp4 (28.77 MB)
MP4
008 Quantiles of Continuous Random Variables.mp4 (34.8 MB)
MP4
009 Quantiles of Discrete Distributions.mp4 (35.4 MB)
MP4
010 Location, Scale, and Shape Parameters.mp4 (23.78 MB)
MP4
011 Skewness and Asymmetry.mp4 (28.74 MB)
MP4
012 Skewed Distributions.mp4 (13.17 MB)
MP4
013 Kurtosis and Fat Tails.mp4 (29.48 MB)
MP4
014 Student's t Distribution.mp4 (16 MB)
MP4
015 Normal Mixture Distribution.mp4 (29.09 MB)
MP4
001 Random Samples.mp4 (32.68 MB)
MP4
002 Markov's Inequality and Chebyshev's Inequality.mp4 (32.81 MB)
MP4
003 The Law of Large Numbers.mp4 (29.72 MB)
MP4
004 The Central Limit Theorem.mp4 (55.13 MB)
MP4
005 Order Statistics.mp4 (34.24 MB)
MP4
006 The Sample Mean and Variance.mp4 (33.07 MB)
MP4
007 The t-Distribution in Sampling.mp4 (18.97 MB)
MP4
001 Statistical Inference.mp4 (10.37 MB)
MP4
002 Estimation.mp4 (12.98 MB)
MP4
003 Maximum Likelihood Estimation.mp4 (95.05 MB)
MP4
004 Maximum Likelihood Estimation One Parameter Examples.mp4 (29.78 MB)
MP4
005 Maximum Likelihood Estimators for Normal Models.mp4 (45.96 MB)
MP4
006 The Method of Moments.mp4 (75.82 MB)
MP4
007 Normal Confidence Bounds.mp4 (68.81 MB)
MP4
008 Examples of Normal Confidence Bounds.mp4 (32.19 MB)
MP4
009 Normal Confidence Intervals.mp4 (74.6 MB)
MP4
010 Hypothesis Testing An Illustrative Example.mp4 (67.1 MB)
MP4
011 Null and Alternative Hypotheses.mp4 (72.05 MB)
MP4
012 Test Statistics and p-values.mp4 (81.52 MB)
MP4
013 Significance Levels.mp4 (86.16 MB)
MP4
014 The Size of a Test.mp4 (25.9 MB)
MP4
015 The Testing Power Function.mp4 (116.88 MB)
MP4
002 Time Series and Stochastic Processes.mp4 (48.94 MB)
MP4
003 Stationarity.mp4 (41.38 MB)
MP4
004 The Sample Moments of Financial Time Series.mp4 (78.56 MB)
MP4
005 Stationarity vs Structural Breaks.mp4 (72.35 MB)
MP4
006 Stationary Models and White Noise.mp4 (33.86 MB)
MP4
007 White Noise Tests.mp4 (123 MB)
MP4
008 GARCH Processes.mp4 (55.01 MB)
MP4
010 Fitting GARCH(1,1) Models.mp4 (65.51 MB)
MP4
002 The Marginal Distribution of a Time Series.mp4 (24.54 MB)
MP4
003 Histograms.mp4 (48.02 MB)
MP4
004 Probability Plots.mp4 (71.91 MB)
MP4
005 Testing for Normality.mp4 (42.79 MB)
MP4
006 Normalilty Testing Examples.mp4 (36.14 MB)
MP4
007 Fitting the t-Distribution with the Method of Moments.mp4 (95 MB)
MP4
009 Maximum Likelihood Estimators for the Student t Distribution.mp4 (118.84 MB)
MP4
010 Normal Mixture Distributions.mp4 (98.84 MB)
MP4
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um Code Inhalt zu sehen!