What are some resources for understanding mathematical moments?

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    Mathematical Moments
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SUMMARY

The discussion centers on understanding mathematical moments, particularly their application in probability theory. Key resources include the Moment Generating Function, which is essential for recovering moments using techniques such as cumulants and Laplace transforms. Participants recommend searching for the Moment Generating Function to access a wealth of information on the topic. The Wikipedia page on mathematical moments serves as a foundational reference for further exploration.

PREREQUISITES
  • Understanding of mathematical moments and their definitions
  • Familiarity with probability theory concepts
  • Knowledge of cumulants and Laplace transforms
  • Basic proficiency in mathematical analysis
NEXT STEPS
  • Research the Moment Generating Function in detail
  • Explore the relationship between moments and cumulants
  • Study Laplace transforms and their applications in probability
  • Read advanced texts on mathematical moments and their implications in statistics
USEFUL FOR

Students, statisticians, and researchers in mathematics or data science looking to deepen their understanding of mathematical moments and their applications in probability theory.

Steve Drake
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Hey guys,

I am trying to understand the concept of mathematical moments (as defined in this wikipedia page: http://en.wikipedia.org/wiki/Moment_(mathematics)), as some work I am doing relates to them.

I am looking for more information to read up but when I search maths moments I get websites not related to it. Does anyone have any good material or book chapters that covers this concept? Specifically how to recover these moments from techniques, like cumulant or laplace.

Thanks
 
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Moments are widely used in probability theory, where the transform most commonly used is called the Moment Generating Function. So if you look up that term you should find a lot of information. There is a link on the wikipedia page you cited.
 
Thanks mate, that moment generation function search got me what I needed.
 

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