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Eliot Sumner - After Dark
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing After Dark. (C) 2015 Island Records, a division of Universal Music Operations Limited
published: 30 Jun 2015
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Eliot Sumner - I Followed You Home
“I Followed You Home” is available to buy or stream now. Get it instantly when you pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing I Followed You Home. (C) 2015 Island Records, a division of Universal Music Operations Limited
published: 15 Oct 2015
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Eliot Sumner - Information
‘Information’, Lead track from the Information EP available to download on iTunes now: http://po.st/ESinformationYT
Find out more:
Facebook: https://www.facebook.com/eliotsumnermusic
Twitter: https://twitter.com/eliotsumner
Instagram: http://instagram.com/eliotsumner2
Spotify: http://po.st/9GVnHP
http://www.eliotsumner.com/
Music video by Eliot Sumner performing Information. (C) 2014 Universal Island Records, a division of Universal Music Operations Limited
published: 04 Aug 2014
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Eliot Sumner - Angel
buy here at Bandcamp
https://palebluedot-vaal.bandcamp.com/track/angel-2
this song is featured in Infinite Storm, a film by Małgorzata Szumowska starring Naomi Watts and Billy Howle
published: 11 May 2022
-
Eliot Sumner - Dead Arms & Dead Legs
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing Dead Arms & Dead Legs. (C) 2015 Island Records, a division of Universal Music Operations Limited
published: 31 May 2015
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Sting's Daughter Eliot Sumner Speaks Publicly About Her Sexuality for the First Time
The 25-year-old reveals she's been in a relationship with a woman for two years.
published: 03 Dec 2015
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Eliot Sumner - After Dark (Jimmy Kimmel Live!)
Get Eliot Sumner’s new album “Information” now: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
Music video by Eliot Sumner performing After Dark. (C) 2016 Island Records, a division of Universal Music Operations Limited
http://vevo.ly/A3Gu44
published: 21 Mar 2016
-
Eliot Sumner - Halfway To Hell
Music video by Eliot Sumner performing Halfway To Hell. (C) 2015 Island Records, a division of Universal Music Operations Limited
http://vevo.ly/tw3lGj
published: 25 Feb 2016
-
Eliot Sumner - Species
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing Species. (C) 2015 Island Records, a division of Universal Music Operations Limited
published: 24 Aug 2015
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Eliot Sumner - 'Full Session' | The Bridge 909 in Studio
London, UK artist Eliot Sumner performs three songs and is interviewed by Jon Hart live in TV Studio A at KCPT in Kansas City, Missouri.
90.9 FM The Bridge | bridge909.org | kcpt.org | eightonesixty.com
@909TheBridge | @KCPT
Live in studios and interviews from local and national music artists: The Bridge, 90.9 FM KTBG, listener supported public music radio in Kansas City, Missouri.
published: 13 Oct 2016
4:26
Eliot Sumner - After Dark
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple M...
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing After Dark. (C) 2015 Island Records, a division of Universal Music Operations Limited
https://wn.com/Eliot_Sumner_After_Dark
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing After Dark. (C) 2015 Island Records, a division of Universal Music Operations Limited
- published: 30 Jun 2015
- views: 1059067
3:55
Eliot Sumner - I Followed You Home
“I Followed You Home” is available to buy or stream now. Get it instantly when you pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://p...
“I Followed You Home” is available to buy or stream now. Get it instantly when you pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing I Followed You Home. (C) 2015 Island Records, a division of Universal Music Operations Limited
https://wn.com/Eliot_Sumner_I_Followed_You_Home
“I Followed You Home” is available to buy or stream now. Get it instantly when you pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing I Followed You Home. (C) 2015 Island Records, a division of Universal Music Operations Limited
- published: 15 Oct 2015
- views: 436649
3:49
Eliot Sumner - Information
‘Information’, Lead track from the Information EP available to download on iTunes now: http://po.st/ESinformationYT
Find out more:
Facebook: https://www.faceb...
‘Information’, Lead track from the Information EP available to download on iTunes now: http://po.st/ESinformationYT
Find out more:
Facebook: https://www.facebook.com/eliotsumnermusic
Twitter: https://twitter.com/eliotsumner
Instagram: http://instagram.com/eliotsumner2
Spotify: http://po.st/9GVnHP
http://www.eliotsumner.com/
Music video by Eliot Sumner performing Information. (C) 2014 Universal Island Records, a division of Universal Music Operations Limited
https://wn.com/Eliot_Sumner_Information
‘Information’, Lead track from the Information EP available to download on iTunes now: http://po.st/ESinformationYT
Find out more:
Facebook: https://www.facebook.com/eliotsumnermusic
Twitter: https://twitter.com/eliotsumner
Instagram: http://instagram.com/eliotsumner2
Spotify: http://po.st/9GVnHP
http://www.eliotsumner.com/
Music video by Eliot Sumner performing Information. (C) 2014 Universal Island Records, a division of Universal Music Operations Limited
- published: 04 Aug 2014
- views: 663258
2:50
Eliot Sumner - Angel
buy here at Bandcamp
https://palebluedot-vaal.bandcamp.com/track/angel-2
this song is featured in Infinite Storm, a film by Małgorzata Szumowska starring Naomi...
buy here at Bandcamp
https://palebluedot-vaal.bandcamp.com/track/angel-2
this song is featured in Infinite Storm, a film by Małgorzata Szumowska starring Naomi Watts and Billy Howle
https://wn.com/Eliot_Sumner_Angel
buy here at Bandcamp
https://palebluedot-vaal.bandcamp.com/track/angel-2
this song is featured in Infinite Storm, a film by Małgorzata Szumowska starring Naomi Watts and Billy Howle
- published: 11 May 2022
- views: 42054
4:55
Eliot Sumner - Dead Arms & Dead Legs
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple M...
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing Dead Arms & Dead Legs. (C) 2015 Island Records, a division of Universal Music Operations Limited
https://wn.com/Eliot_Sumner_Dead_Arms_Dead_Legs
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing Dead Arms & Dead Legs. (C) 2015 Island Records, a division of Universal Music Operations Limited
- published: 31 May 2015
- views: 298317
4:27
Eliot Sumner - After Dark (Jimmy Kimmel Live!)
Get Eliot Sumner’s new album “Information” now: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP |...
Get Eliot Sumner’s new album “Information” now: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
Music video by Eliot Sumner performing After Dark. (C) 2016 Island Records, a division of Universal Music Operations Limited
http://vevo.ly/A3Gu44
https://wn.com/Eliot_Sumner_After_Dark_(Jimmy_Kimmel_Live_)
Get Eliot Sumner’s new album “Information” now: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
Music video by Eliot Sumner performing After Dark. (C) 2016 Island Records, a division of Universal Music Operations Limited
http://vevo.ly/A3Gu44
- published: 21 Mar 2016
- views: 51866
3:31
Eliot Sumner - Halfway To Hell
Music video by Eliot Sumner performing Halfway To Hell. (C) 2015 Island Records, a division of Universal Music Operations Limited
http://vevo.ly/tw3lGj
Music video by Eliot Sumner performing Halfway To Hell. (C) 2015 Island Records, a division of Universal Music Operations Limited
http://vevo.ly/tw3lGj
https://wn.com/Eliot_Sumner_Halfway_To_Hell
Music video by Eliot Sumner performing Halfway To Hell. (C) 2015 Island Records, a division of Universal Music Operations Limited
http://vevo.ly/tw3lGj
- published: 25 Feb 2016
- views: 195825
4:37
Eliot Sumner - Species
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple M...
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing Species. (C) 2015 Island Records, a division of Universal Music Operations Limited
https://wn.com/Eliot_Sumner_Species
Pre-order the new album ‘Information’: http://po.st/WsOXt7 | iTunes: http://po.st/RfGbn5 | Amazon: http://po.st/Zs2AXV | Spotify: http://po.st/IFYHSP | Apple Music http://po.st/EIsI2i
2015 UK Tour dates: Buy now: http://po.st/V0PVDt
2 November Castle, Manchester
3 November Nice n Sleazy, Glasgow
4 November The Rainbow, Birmingham
5 November Community Festival, Hoxton Bar & Kitchen, London
Music video by Eliot Sumner performing Species. (C) 2015 Island Records, a division of Universal Music Operations Limited
- published: 24 Aug 2015
- views: 263018
32:34
Eliot Sumner - 'Full Session' | The Bridge 909 in Studio
London, UK artist Eliot Sumner performs three songs and is interviewed by Jon Hart live in TV Studio A at KCPT in Kansas City, Missouri.
90.9 FM The Bridge | b...
London, UK artist Eliot Sumner performs three songs and is interviewed by Jon Hart live in TV Studio A at KCPT in Kansas City, Missouri.
90.9 FM The Bridge | bridge909.org | kcpt.org | eightonesixty.com
@909TheBridge | @KCPT
Live in studios and interviews from local and national music artists: The Bridge, 90.9 FM KTBG, listener supported public music radio in Kansas City, Missouri.
https://wn.com/Eliot_Sumner_'Full_Session'_|_The_Bridge_909_In_Studio
London, UK artist Eliot Sumner performs three songs and is interviewed by Jon Hart live in TV Studio A at KCPT in Kansas City, Missouri.
90.9 FM The Bridge | bridge909.org | kcpt.org | eightonesixty.com
@909TheBridge | @KCPT
Live in studios and interviews from local and national music artists: The Bridge, 90.9 FM KTBG, listener supported public music radio in Kansas City, Missouri.
- published: 13 Oct 2016
- views: 84864
-
The Fisher Information
The machine learning consultancy: https://truetheta.io
Join my email list to get educational and useful articles (and nothing else!): https://mailchi.mp/truetheta/true-theta-email-list
Want to work together? See here: https://truetheta.io/about/#want-to-work-together
Article on the topic: https://truetheta.io/concepts/machine-learning-and-other-topics/the-fisher-information/
The Fisher Information quantifies how well an observation of a random variable locates a parameter value. It's an essential tool for measure parameter uncertainty, a problem that repeats itself throughout machine learning and statistics. In this video, I explain the Fisher Information rigorously and visually, starting in the one dimensional case and ending in the general case.
SOCIAL MEDIA
LinkedIn : https://www.l...
published: 05 May 2021
-
Fisher information explained in 5 minutes
This short introductory lecture motivates the definition of Fisher information. It explains why the curvature of the likelihood function and the average magnitude of its derivative are used to measure the amount of information about a parameter provided by the data.
published: 23 Jul 2022
-
What is Fisher Information?
Explains the concept of Fisher Information in relation to statistical estimation of parameters based on random measurements. Gives an example of parameter estimation in Gaussian noise, and shows the component functions to help with providing intuition.
Related videos: (see http://iaincollings.com)
• What is Least Squares Estimation? https://youtu.be/BZ9VlmmuotM
• What is a Random Variable? https://youtu.be/MM6QM3y8pvI
• What is a Probability Density Function (pdf)? https://youtu.be/jUFbY5u-DMs
• What is a Multivariate Probability Density Function (PDF)? https://youtu.be/fKTBKmx0NS8
• What is the Kalman Filter? https://youtu.be/OiUS2926nQM
• What is a Cumulative Distribution Function (CDF) of a Random Variable? https://youtu.be/WZffV55o9T8
• What is a Moment Generating Function (MGF)? h...
published: 13 Jun 2022
-
How to Calculate Fisher Information: Exponential Distribution Example
A tutorial on how to calculate the Fisher Information of λ for a random variable distributed Exponential(λ).
published: 22 Feb 2021
-
Fisher Information Definition
The definition has so many layers it reminded me of this: https://www.youtube.com/watch?v=UK6UNRnbfnw
I add a warning, a couple of diagrams and a bit about the meaning in the latter half.
published: 19 Feb 2021
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The Fisher Information: Two Formulations
We discuss the Fisher Information of a random variable that has a distribution which depends on a parameter \theta. This quantity appears in both the Cramer-Rao Lower bound (https://youtu.be/bXtpo2gcDGA) and in the asymptotic analysis of maximum likelihood estimation. We provide two equivalent formulations of this information and prove that they are equivalent.
#mikethemathematician, #mikedabkowski, #profdabkowski
published: 02 May 2024
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Asymptotic distribution of the maximum likelihood estimator(mle) - finding Fisher information
Asymptotic (large sample) distribution of maximum likelihood estimator for a model with one parameter.
How to find the information number.
This continues from: https://youtu.be/Fd7w1_x1Gn4
published: 10 May 2014
-
Lecture 39 Part 1 – Fisher’s information and properties of estimators 3
published: 21 Dec 2020
-
6. Maximum Likelihood Estimation (cont.) and the Method of Moments
MIT 18.650 Statistics for Applications, Fall 2016
View the complete course: http://ocw.mit.edu/18-650F16
Instructor: Philippe Rigollet
In this lecture, Prof. Rigollet continued on maximum likelihood estimators and talked about Weierstrass Approximation Theorem (WAT), and statistical application of the WAT, etc.
License: Creative Commons BY-NC-SA
More information at http://ocw.mit.edu/terms
More courses at http://ocw.mit.edu
published: 17 Aug 2017
-
Maximum Likelihood - Cramer Rao Lower Bound Intuition
This video provides some intuition behind the idea that the Cramer-Rao Lower Bound is inversely related to the variance of a maximum likelihood estimator.
Check out http://oxbridge-tutor.co.uk/undergraduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
published: 21 Feb 2014
17:28
The Fisher Information
The machine learning consultancy: https://truetheta.io
Join my email list to get educational and useful articles (and nothing else!): https://mailchi.mp/truethe...
The machine learning consultancy: https://truetheta.io
Join my email list to get educational and useful articles (and nothing else!): https://mailchi.mp/truetheta/true-theta-email-list
Want to work together? See here: https://truetheta.io/about/#want-to-work-together
Article on the topic: https://truetheta.io/concepts/machine-learning-and-other-topics/the-fisher-information/
The Fisher Information quantifies how well an observation of a random variable locates a parameter value. It's an essential tool for measure parameter uncertainty, a problem that repeats itself throughout machine learning and statistics. In this video, I explain the Fisher Information rigorously and visually, starting in the one dimensional case and ending in the general case.
SOCIAL MEDIA
LinkedIn : https://www.linkedin.com/in/dj-rich-90b91753/
Twitter : https://twitter.com/DuaneJRich
Enjoy learning this way? Want me to make more videos? Consider supporting me on Patreon: https://www.patreon.com/MutualInformation
Sources and Learning More
[1] provides a complete and deep explanation of the Fisher Information. It's captures the abstract/general perspective while making the idea concrete with examples. As is typically the case, the wikipedia article [2] was helpful. Also, section 8.2.2 of [3] explains the use of a theorem on the asymptotic normality of the MLE via the Fisher Information, which I didn't cover here, but certainly informed how I think it connects to parameter uncertainty.
[1] Ly A., Marsman M., Verhagen J., Grasman R., Wagermarkers E.J., (2017), A Tutorial on the Fisher Information, Department of Psychological Methods, University of Amsterdam, The Netherlands
[2] Fisher information, Wikipedia, https://en.wikipedia.org/wiki/Fisher_information
[3] Hastie, T., Tibshirani, R., & Friedman, J. H. (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd ed. New York: Springer.
https://wn.com/The_Fisher_Information
The machine learning consultancy: https://truetheta.io
Join my email list to get educational and useful articles (and nothing else!): https://mailchi.mp/truetheta/true-theta-email-list
Want to work together? See here: https://truetheta.io/about/#want-to-work-together
Article on the topic: https://truetheta.io/concepts/machine-learning-and-other-topics/the-fisher-information/
The Fisher Information quantifies how well an observation of a random variable locates a parameter value. It's an essential tool for measure parameter uncertainty, a problem that repeats itself throughout machine learning and statistics. In this video, I explain the Fisher Information rigorously and visually, starting in the one dimensional case and ending in the general case.
SOCIAL MEDIA
LinkedIn : https://www.linkedin.com/in/dj-rich-90b91753/
Twitter : https://twitter.com/DuaneJRich
Enjoy learning this way? Want me to make more videos? Consider supporting me on Patreon: https://www.patreon.com/MutualInformation
Sources and Learning More
[1] provides a complete and deep explanation of the Fisher Information. It's captures the abstract/general perspective while making the idea concrete with examples. As is typically the case, the wikipedia article [2] was helpful. Also, section 8.2.2 of [3] explains the use of a theorem on the asymptotic normality of the MLE via the Fisher Information, which I didn't cover here, but certainly informed how I think it connects to parameter uncertainty.
[1] Ly A., Marsman M., Verhagen J., Grasman R., Wagermarkers E.J., (2017), A Tutorial on the Fisher Information, Department of Psychological Methods, University of Amsterdam, The Netherlands
[2] Fisher information, Wikipedia, https://en.wikipedia.org/wiki/Fisher_information
[3] Hastie, T., Tibshirani, R., & Friedman, J. H. (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd ed. New York: Springer.
- published: 05 May 2021
- views: 66835
5:24
Fisher information explained in 5 minutes
This short introductory lecture motivates the definition of Fisher information. It explains why the curvature of the likelihood function and the average magnitu...
This short introductory lecture motivates the definition of Fisher information. It explains why the curvature of the likelihood function and the average magnitude of its derivative are used to measure the amount of information about a parameter provided by the data.
https://wn.com/Fisher_Information_Explained_In_5_Minutes
This short introductory lecture motivates the definition of Fisher information. It explains why the curvature of the likelihood function and the average magnitude of its derivative are used to measure the amount of information about a parameter provided by the data.
- published: 23 Jul 2022
- views: 17284
19:24
What is Fisher Information?
Explains the concept of Fisher Information in relation to statistical estimation of parameters based on random measurements. Gives an example of parameter estim...
Explains the concept of Fisher Information in relation to statistical estimation of parameters based on random measurements. Gives an example of parameter estimation in Gaussian noise, and shows the component functions to help with providing intuition.
Related videos: (see http://iaincollings.com)
• What is Least Squares Estimation? https://youtu.be/BZ9VlmmuotM
• What is a Random Variable? https://youtu.be/MM6QM3y8pvI
• What is a Probability Density Function (pdf)? https://youtu.be/jUFbY5u-DMs
• What is a Multivariate Probability Density Function (PDF)? https://youtu.be/fKTBKmx0NS8
• What is the Kalman Filter? https://youtu.be/OiUS2926nQM
• What is a Cumulative Distribution Function (CDF) of a Random Variable? https://youtu.be/WZffV55o9T8
• What is a Moment Generating Function (MGF)? https://youtu.be/wjwLTNYOuI4
• What is a Random Process? https://youtu.be/W28-96AhF2s
• Expectation of a Random Variable Equation Explained https://youtu.be/334ZWt28b_0
• What is a Gaussian Distribution? https://youtu.be/RNmDyzYw7aQ
• How are Matched Filter (MF), Zero Forcing (ZF), and MMSE Related? https://youtu.be/U3qjVgX2poM
For a full list of Videos and Summary Sheets, goto: http://iaincollings.com
https://wn.com/What_Is_Fisher_Information
Explains the concept of Fisher Information in relation to statistical estimation of parameters based on random measurements. Gives an example of parameter estimation in Gaussian noise, and shows the component functions to help with providing intuition.
Related videos: (see http://iaincollings.com)
• What is Least Squares Estimation? https://youtu.be/BZ9VlmmuotM
• What is a Random Variable? https://youtu.be/MM6QM3y8pvI
• What is a Probability Density Function (pdf)? https://youtu.be/jUFbY5u-DMs
• What is a Multivariate Probability Density Function (PDF)? https://youtu.be/fKTBKmx0NS8
• What is the Kalman Filter? https://youtu.be/OiUS2926nQM
• What is a Cumulative Distribution Function (CDF) of a Random Variable? https://youtu.be/WZffV55o9T8
• What is a Moment Generating Function (MGF)? https://youtu.be/wjwLTNYOuI4
• What is a Random Process? https://youtu.be/W28-96AhF2s
• Expectation of a Random Variable Equation Explained https://youtu.be/334ZWt28b_0
• What is a Gaussian Distribution? https://youtu.be/RNmDyzYw7aQ
• How are Matched Filter (MF), Zero Forcing (ZF), and MMSE Related? https://youtu.be/U3qjVgX2poM
For a full list of Videos and Summary Sheets, goto: http://iaincollings.com
- published: 13 Jun 2022
- views: 20233
5:52
How to Calculate Fisher Information: Exponential Distribution Example
A tutorial on how to calculate the Fisher Information of λ for a random variable distributed Exponential(λ).
A tutorial on how to calculate the Fisher Information of λ for a random variable distributed Exponential(λ).
https://wn.com/How_To_Calculate_Fisher_Information_Exponential_Distribution_Example
A tutorial on how to calculate the Fisher Information of λ for a random variable distributed Exponential(λ).
- published: 22 Feb 2021
- views: 9276
1:56
Fisher Information Definition
The definition has so many layers it reminded me of this: https://www.youtube.com/watch?v=UK6UNRnbfnw
I add a warning, a couple of diagrams and a bit about the ...
The definition has so many layers it reminded me of this: https://www.youtube.com/watch?v=UK6UNRnbfnw
I add a warning, a couple of diagrams and a bit about the meaning in the latter half.
https://wn.com/Fisher_Information_Definition
The definition has so many layers it reminded me of this: https://www.youtube.com/watch?v=UK6UNRnbfnw
I add a warning, a couple of diagrams and a bit about the meaning in the latter half.
- published: 19 Feb 2021
- views: 9019
7:42
The Fisher Information: Two Formulations
We discuss the Fisher Information of a random variable that has a distribution which depends on a parameter \theta. This quantity appears in both the Cramer-Rao...
We discuss the Fisher Information of a random variable that has a distribution which depends on a parameter \theta. This quantity appears in both the Cramer-Rao Lower bound (https://youtu.be/bXtpo2gcDGA) and in the asymptotic analysis of maximum likelihood estimation. We provide two equivalent formulations of this information and prove that they are equivalent.
#mikethemathematician, #mikedabkowski, #profdabkowski
https://wn.com/The_Fisher_Information_Two_Formulations
We discuss the Fisher Information of a random variable that has a distribution which depends on a parameter \theta. This quantity appears in both the Cramer-Rao Lower bound (https://youtu.be/bXtpo2gcDGA) and in the asymptotic analysis of maximum likelihood estimation. We provide two equivalent formulations of this information and prove that they are equivalent.
#mikethemathematician, #mikedabkowski, #profdabkowski
- published: 02 May 2024
- views: 269
13:46
Asymptotic distribution of the maximum likelihood estimator(mle) - finding Fisher information
Asymptotic (large sample) distribution of maximum likelihood estimator for a model with one parameter.
How to find the information number.
This continues from: ...
Asymptotic (large sample) distribution of maximum likelihood estimator for a model with one parameter.
How to find the information number.
This continues from: https://youtu.be/Fd7w1_x1Gn4
https://wn.com/Asymptotic_Distribution_Of_The_Maximum_Likelihood_Estimator(Mle)_Finding_Fisher_Information
Asymptotic (large sample) distribution of maximum likelihood estimator for a model with one parameter.
How to find the information number.
This continues from: https://youtu.be/Fd7w1_x1Gn4
- published: 10 May 2014
- views: 48333
1:19:09
6. Maximum Likelihood Estimation (cont.) and the Method of Moments
MIT 18.650 Statistics for Applications, Fall 2016
View the complete course: http://ocw.mit.edu/18-650F16
Instructor: Philippe Rigollet
In this lecture, Prof. R...
MIT 18.650 Statistics for Applications, Fall 2016
View the complete course: http://ocw.mit.edu/18-650F16
Instructor: Philippe Rigollet
In this lecture, Prof. Rigollet continued on maximum likelihood estimators and talked about Weierstrass Approximation Theorem (WAT), and statistical application of the WAT, etc.
License: Creative Commons BY-NC-SA
More information at http://ocw.mit.edu/terms
More courses at http://ocw.mit.edu
https://wn.com/6._Maximum_Likelihood_Estimation_(Cont.)_And_The_Method_Of_Moments
MIT 18.650 Statistics for Applications, Fall 2016
View the complete course: http://ocw.mit.edu/18-650F16
Instructor: Philippe Rigollet
In this lecture, Prof. Rigollet continued on maximum likelihood estimators and talked about Weierstrass Approximation Theorem (WAT), and statistical application of the WAT, etc.
License: Creative Commons BY-NC-SA
More information at http://ocw.mit.edu/terms
More courses at http://ocw.mit.edu
- published: 17 Aug 2017
- views: 58204
8:00
Maximum Likelihood - Cramer Rao Lower Bound Intuition
This video provides some intuition behind the idea that the Cramer-Rao Lower Bound is inversely related to the variance of a maximum likelihood estimator.
Chec...
This video provides some intuition behind the idea that the Cramer-Rao Lower Bound is inversely related to the variance of a maximum likelihood estimator.
Check out http://oxbridge-tutor.co.uk/undergraduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
https://wn.com/Maximum_Likelihood_Cramer_Rao_Lower_Bound_Intuition
This video provides some intuition behind the idea that the Cramer-Rao Lower Bound is inversely related to the variance of a maximum likelihood estimator.
Check out http://oxbridge-tutor.co.uk/undergraduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
- published: 21 Feb 2014
- views: 129901