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Analysis of Time Series
Board > > (
Total Videos:
)
All Chapters
Chapter 1: Presentation of Data
Chapter 2: Measures of Central tendency or Averages
Chapter 3: Measures of Dispersion, Moments and Skewness
Chapter 4: Index Numbers
Chapter 5: Probability
Chapter 6: Random Variables
Chapter 7: Discrete Probability Distributions
Chapter 8: Continuous Probability Distributions
Chapter 9: Method of Least Squares and Curve Fitting
Chapter 10: Simple Regression and Correlation
Chapter 11: Multiple Regression and Correlation
Chapter 12: Analysis of Time Series
Chapter 13: Sampling and Sampling Distribution
Chapter 14: Statistical Inference:Estimation
Chapter 15: Statistical Inference:Hypothesis Testing
Chapter 16: The Student's t Distribution
Chapter 17: The Chi-Square Distribution
Chapter 18: The F Distribution
Chapter 19: Analysis of Variance(ANOVA)
Chapter 20: Experimental Designs
Chapter 21: Statistical Inference in Regression and Correlation
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Chapter 12: Analysis of Time Series (
26 videos
)
  (
Practice Test
)
12.1: Time Series  (
Practice Test
)
Introducing Time Series
Applications of Time Series
12.2: Components of a Time Series  (
Practice Test
)
Secular Trend
Seasonal Variations
Cyclical Fluctuations
Irregular or random variations
12.3: Estimation of Secular Trend  (
Practice Test
)
Method of Free Hand Curve
Method of Semi-Averages
How to Calculate Moving Averages
Applications of Moving Averages
Problem - Application for Moving Averages
Estimating Secular Trend by Method of Least Squares
Fitting a Parabola or second Degree Curve
Detrending
Time Series Decomposition
12.4: Estimation of Seasonal Variations  (
Practice Test
)
The percentage of Annual Average Method
The Ratio to moving Average Method
The Ratio to Trend Method
More on The Ratio to Trend Method
Problem: The Ratio to Trend Method
More on Problem: The Ratio to Trend Method
The Link Relative Method
Deseasonalization of Data
12.5: Analysing the Cyclical and Irregular Variations
Analysing the Cyclical Variations
Analysing the Irregular Variations
12.6: Forecasting
Forecasting
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