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CFA level I - Statistical Concepts and Market returns- Part 1( of 4)

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We offer the most comprehensive and easy to understand video lectures for CFA and FRM Programs. To know more about our video lecture series, visit us at www.fintreeindia.com This Video lecture was recorded by Mr. Utkarsh Jain, during his live CFA Level I Classes in Pune (India). This video lecture covers following key area's: 1. escriptive statistics and inferential statistics, between a population and a sample, and among the types of measurement scales. 2. A parameter, a sample statistic, and a frequency distribution. 3. relative frequencies and cumulative relative frequencies, given a frequency distribution. 4. The properties of a data set presented as a histogram or a frequency polygon. 5. measures of central tendency, including the population mean, sample mean, arithmetic mean, weighted average or mean, geometric mean, harmonic mean, median, and mode. 6.quartiles, quintiles, deciles, and percentiles. 7. a range and a mean absolute deviation and 2) the variance and standard deviation of a population and of a sample. 8. The proportion of observations falling within a specified number of standard deviations of the mean using Chebyshev's inequality. 9.The coefficient of variation and the Sharpe ratio. 10. skewness and the meaning of a positively or negatively skewed return distribution. 11. The relative locations of the mean, median, and mode for a unimodal, nonsymmetrical distribution. 12. measures of sample skewness and kurtosis. 13. the use of arithmetic and geometric means when analyzing investment returns.
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Waqas Ali (2 years ago)
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