#statistical — Public Fediverse posts

Profiling.sampling – Statistical Profiler

https://docs.python.org/3.15/library/profiling.sampling.html#module-profiling.sampling

#HackerNews #profiling #sampling #statistical #profiler #python #programming #data #analysis

Profiling.sampling – Statistical Profiler

https://docs.python.org/3.15/library/profiling.sampling.html#module-profiling.sampling

#HackerNews #profiling #sampling #statistical #profiler #python #programming #data #analysis

Profiling.sampling – Statistical Profiler

https://docs.python.org/3.15/library/profiling.sampling.html#module-profiling.sampling

#HackerNews #profiling #sampling #statistical #profiler #python #programming #data #analysis

Profiling.sampling – Statistical Profiler

https://docs.python.org/3.15/library/profiling.sampling.html#module-profiling.sampling

#HackerNews #profiling #sampling #statistical #profiler #python #programming #data #analysis

Profiling.sampling – Statistical Profiler

https://docs.python.org/3.15/library/profiling.sampling.html#module-profiling.sampling

#HackerNews #profiling #sampling #statistical #profiler #python #programming #data #analysis

#paperOfTheDay "Relations between short-range and long-range Ising models" from 2014.
The basic version of the Ising model in #statistical #physics is a lattice where every site contains a binary variable, a "spin" that can point up or down. There is a nearest-neighbour interaction which energetically prefers neighbouring spins to point in the same direction. Then, there are "long range" versions, where the interaction also takes into account spins at larger distance, with a weighting factor that decays with some power law with exponent sigma (where sigma=2 reproduces the conventional short-range model). In this class of models, there are thus two parameters: The dimension d, and the parameter sigma.
The present paper is mostly a numerical Monte Carlo study of various such systems at different d and sigma. The guiding question is whether instead of two, there is actually only one parameter. Phrased differently: Given some d and sigma, can I find some other D such that the short-range (sigma=2) model at this D is equivalent to the long-range one at d? It is intuitively plausible that this works close to the interface between long-range and short-range models, making it slightly long-range is mostly the same as slightly changing dimension. However, the authors demonstrate that such relations are in fact only an approximation, and fail for generic values of sigma and d.
A second finding concerns the structure of the correlation functions of certain long-range models, which decay according to a power law (as expected from the #renormalization group), but where the leading correction is another power law (and not exponentially small).
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.89.062120
https://arxiv.org/abs/1401.6805

#paperOfTheDay "Relations between short-range and long-range Ising models" from 2014.
The basic version of the Ising model in #statistical #physics is a lattice where every site contains a binary variable, a "spin" that can point up or down. There is a nearest-neighbour interaction which energetically prefers neighbouring spins to point in the same direction. Then, there are "long range" versions, where the interaction also takes into account spins at larger distance, with a weighting factor that decays with some power law with exponent sigma (where sigma=2 reproduces the conventional short-range model). In this class of models, there are thus two parameters: The dimension d, and the parameter sigma.
The present paper is mostly a numerical Monte Carlo study of various such systems at different d and sigma. The guiding question is whether instead of two, there is actually only one parameter. Phrased differently: Given some d and sigma, can I find some other D such that the short-range (sigma=2) model at this D is equivalent to the long-range one at d? It is intuitively plausible that this works close to the interface between long-range and short-range models, making it slightly long-range is mostly the same as slightly changing dimension. However, the authors demonstrate that such relations are in fact only an approximation, and fail for generic values of sigma and d.
A second finding concerns the structure of the correlation functions of certain long-range models, which decay according to a power law (as expected from the #renormalization group), but where the leading correction is another power law (and not exponentially small).
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.89.062120
https://arxiv.org/abs/1401.6805

#paperOfTheDay "Relations between short-range and long-range Ising models" from 2014.
The basic version of the Ising model in #statistical #physics is a lattice where every site contains a binary variable, a "spin" that can point up or down. There is a nearest-neighbour interaction which energetically prefers neighbouring spins to point in the same direction. Then, there are "long range" versions, where the interaction also takes into account spins at larger distance, with a weighting factor that decays with some power law with exponent sigma (where sigma=2 reproduces the conventional short-range model). In this class of models, there are thus two parameters: The dimension d, and the parameter sigma.
The present paper is mostly a numerical Monte Carlo study of various such systems at different d and sigma. The guiding question is whether instead of two, there is actually only one parameter. Phrased differently: Given some d and sigma, can I find some other D such that the short-range (sigma=2) model at this D is equivalent to the long-range one at d? It is intuitively plausible that this works close to the interface between long-range and short-range models, making it slightly long-range is mostly the same as slightly changing dimension. However, the authors demonstrate that such relations are in fact only an approximation, and fail for generic values of sigma and d.
A second finding concerns the structure of the correlation functions of certain long-range models, which decay according to a power law (as expected from the #renormalization group), but where the leading correction is another power law (and not exponentially small).
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.89.062120
https://arxiv.org/abs/1401.6805

#paperOfTheDay "Relations between short-range and long-range Ising models" from 2014.
The basic version of the Ising model in #statistical #physics is a lattice where every site contains a binary variable, a "spin" that can point up or down. There is a nearest-neighbour interaction which energetically prefers neighbouring spins to point in the same direction. Then, there are "long range" versions, where the interaction also takes into account spins at larger distance, with a weighting factor that decays with some power law with exponent sigma (where sigma=2 reproduces the conventional short-range model). In this class of models, there are thus two parameters: The dimension d, and the parameter sigma.
The present paper is mostly a numerical Monte Carlo study of various such systems at different d and sigma. The guiding question is whether instead of two, there is actually only one parameter. Phrased differently: Given some d and sigma, can I find some other D such that the short-range (sigma=2) model at this D is equivalent to the long-range one at d? It is intuitively plausible that this works close to the interface between long-range and short-range models, making it slightly long-range is mostly the same as slightly changing dimension. However, the authors demonstrate that such relations are in fact only an approximation, and fail for generic values of sigma and d.
A second finding concerns the structure of the correlation functions of certain long-range models, which decay according to a power law (as expected from the #renormalization group), but where the leading correction is another power law (and not exponentially small).
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.89.062120
https://arxiv.org/abs/1401.6805

#paperOfTheDay "Relations between short-range and long-range Ising models" from 2014.
The basic version of the Ising model in #statistical #physics is a lattice where every site contains a binary variable, a "spin" that can point up or down. There is a nearest-neighbour interaction which energetically prefers neighbouring spins to point in the same direction. Then, there are "long range" versions, where the interaction also takes into account spins at larger distance, with a weighting factor that decays with some power law with exponent sigma (where sigma=2 reproduces the conventional short-range model). In this class of models, there are thus two parameters: The dimension d, and the parameter sigma.
The present paper is mostly a numerical Monte Carlo study of various such systems at different d and sigma. The guiding question is whether instead of two, there is actually only one parameter. Phrased differently: Given some d and sigma, can I find some other D such that the short-range (sigma=2) model at this D is equivalent to the long-range one at d? It is intuitively plausible that this works close to the interface between long-range and short-range models, making it slightly long-range is mostly the same as slightly changing dimension. However, the authors demonstrate that such relations are in fact only an approximation, and fail for generic values of sigma and d.
A second finding concerns the structure of the correlation functions of certain long-range models, which decay according to a power law (as expected from the #renormalization group), but where the leading correction is another power law (and not exponentially small).
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.89.062120
https://arxiv.org/abs/1401.6805

NC #STATE #WOLFPACK #MEN S #BASKETBALL #STATISTICAL #LEADERS www.perplexity.ai/search/new?q... radar.cloudflare.com/domains/doma... aePiot: Your SEO, evolved. Build nodes for Web 4.0.

Perplexity

NC #STATE #WOLFPACK #MEN S #BASKETBALL #STATISTICAL #LEADERS www.perplexity.ai/search/new?q... radar.cloudflare.com/domains/doma... aePiot: Your SEO, evolved. Build nodes for Web 4.0.

Perplexity

PROMPT: Using the top three #statistical methods that scientists use to calculate nuclear doomsday, research available calculable information and produce an estimate of the position of the nuclear clock per those two #statistical #methodologies. ... //Yea. 3 then 2. Let's see what it does. LOL.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

I'll just put this here for the #record in case anyone wants to #question me about it later.

I #donated with #BitCoin back in January to #AnnasArchive and now the site's knocked #offline literally.

I paid like C$120.00 for the online form of the #project just to disappear.

Yeah ok #wikipedia has them moving #domains every other day but it was a lot more stable than that before I gave them a leg up.

This is why I hate centralized #websites and hosting.

This is why #self #hosting works by connecting #dedicated #servers to the #internet as a whole.

If you use anything less, you will face more #legal challenges hosting #human #knowledge and unfortunately, it is as #simple as that.

You cannot convince me that #BigTech is not turning into #authorized #tech as it seems as though the #copyright #industry and the #torent industry has eluded to colluding with one another to obtain #rights for.

Guys, I don't know what to say anymore. I'm a huge fan of #books and #media and #free #open #source #software and I long for the day that the #government doesn't need to get a cut of everything I #download or #upload anywhere, especially for #personal #use over all.

Please do whatever you can to fight #statistical #bottlenecks where ever they appear. I want humanity to have better access to #education and #intelligence built by real people in a fair and consistent manner.

I always am striving and trying my best to be a better #human being.

Is something wrong with #Statistical #Reasoning? : Medium

#Consciousness May Not Be Uniquely #Human, New Theories Suggest—Rewriting Everything We Know About the Mind : Pop Mech

'Hullo, hillo, holla': The 600-year-old origins of the word '#Hello' : BBC

Latest #KnowledgeLinks

https://knowledgezone.co.in/resources/bookmarks

Is something wrong with #Statistical #Reasoning? : Medium

#Consciousness May Not Be Uniquely #Human, New Theories Suggest—Rewriting Everything We Know About the Mind : Pop Mech

'Hullo, hillo, holla': The 600-year-old origins of the word '#Hello' : BBC

Latest #KnowledgeLinks

https://knowledgezone.co.in/resources/bookmarks

Is something wrong with #Statistical #Reasoning? : Medium

#Consciousness May Not Be Uniquely #Human, New Theories Suggest—Rewriting Everything We Know About the Mind : Pop Mech

'Hullo, hillo, holla': The 600-year-old origins of the word '#Hello' : BBC

Latest #KnowledgeLinks

https://knowledgezone.co.in/resources/bookmarks

Is something wrong with #Statistical #Reasoning? : Medium

#Consciousness May Not Be Uniquely #Human, New Theories Suggest—Rewriting Everything We Know About the Mind : Pop Mech

'Hullo, hillo, holla': The 600-year-old origins of the word '#Hello' : BBC

Latest #KnowledgeLinks

https://knowledgezone.co.in/resources/bookmarks

Is something wrong with #Statistical #Reasoning? : Medium

#Consciousness May Not Be Uniquely #Human, New Theories Suggest—Rewriting Everything We Know About the Mind : Pop Mech

'Hullo, hillo, holla': The 600-year-old origins of the word '#Hello' : BBC

Latest #KnowledgeLinks

https://knowledgezone.co.in/resources/bookmarks

Your #process #data holds early warnings—#LabPlot (#free, #opensource) turns them into clear #statistical alerts, so you act before issues escalate.

Unlike complex tools, LabPlot's #StatisticalProcessControl tools are designed for quick, reliable #insights.

Using #SPC, reductions in the process #variation of 50% are not unusual.

Try it now:
1. Download: https://labplot.org/download.
2, Add a #ControlChart.
3. Act on #facts.

#DataAnalysis #DataViz #Statistics #Business #Chemistry #Physics #Health

Your #process #data holds early warnings—#LabPlot (#free, #opensource) turns them into clear #statistical alerts, so you act before issues escalate.

Unlike complex tools, LabPlot's #StatisticalProcessControl tools are designed for quick, reliable #insights.

Using #SPC, reductions in the process #variation of 50% are not unusual.

Try it now:
1. Download: https://labplot.org/download.
2, Add a #ControlChart.
3. Act on #facts.

#DataAnalysis #DataViz #Statistics #Business #Chemistry #Physics #Health

Your #process #data holds early warnings—#LabPlot (#free, #opensource) turns them into clear #statistical alerts, so you act before issues escalate.

Unlike complex tools, LabPlot's #StatisticalProcessControl tools are designed for quick, reliable #insights.

Using #SPC, reductions in the process #variation of 50% are not unusual.

Try it now:
1. Download: https://labplot.org/download.
2, Add a #ControlChart.
3. Act on #facts.

#DataAnalysis #DataViz #Statistics #Business #Chemistry #Physics #Health

Your #process #data holds early warnings—#LabPlot (#free, #opensource) turns them into clear #statistical alerts, so you act before issues escalate.

Unlike complex tools, LabPlot's #StatisticalProcessControl tools are designed for quick, reliable #insights.

Using #SPC, reductions in the process #variation of 50% are not unusual.

Try it now:
1. Download: https://labplot.org/download.
2, Add a #ControlChart.
3. Act on #facts.

#DataAnalysis #DataViz #Statistics #Business #Chemistry #Physics #Health

Your #process #data holds early warnings—#LabPlot (#free, #opensource) turns them into clear #statistical alerts, so you act before issues escalate.

Unlike complex tools, LabPlot's #StatisticalProcessControl tools are designed for quick, reliable #insights.

Using #SPC, reductions in the process #variation of 50% are not unusual.

Try it now:
1. Download: https://labplot.org/download.
2, Add a #ControlChart.
3. Act on #facts.

#DataAnalysis #DataViz #Statistics #Business #Chemistry #Physics #Health

Does absolutely every event that happens in a #baseball game have to have some kind of arcane #statistical significance?

Does absolutely every event that happens in a #baseball game have to have some kind of arcane #statistical significance?

Does absolutely every event that happens in a #baseball game have to have some kind of arcane #statistical significance?

Does absolutely every event that happens in a #baseball game have to have some kind of arcane #statistical significance?

#ai / #ml folks, I could use your help in January (and possibly before & after).

The syllabus will look like this:

2025 - The base
I. AI History - It is difficult for anything else to make sense if people don't understand what is meant when people say AI.
II. #Statistical Underpinings

January - The work
III. Resource Utilization
IV. #Data Cleanup
V. #Python Tooling
VI. #MCP

March - context
VII. Legal Ramifications
VIII. Art?

Details at
https://friendsofccmusic.org/2025/10/22/know-the-enemy-and-know-yourself/

As always, plz boost!

#ai / #ml folks, I could use your help in January (and possibly before & after).

The syllabus will look like this:

2025 - The base
I. AI History - It is difficult for anything else to make sense if people don't understand what is meant when people say AI.
II. #Statistical Underpinings

January - The work
III. Resource Utilization
IV. #Data Cleanup
V. #Python Tooling
VI. #MCP

March - context
VII. Legal Ramifications
VIII. Art?

Details at
https://friendsofccmusic.org/2025/10/22/know-the-enemy-and-know-yourself/

As always, plz boost!

#ai / #ml folks, I could use your help in January (and possibly before & after).

The syllabus will look like this:

2025 - The base
I. AI History - It is difficult for anything else to make sense if people don't understand what is meant when people say AI.
II. #Statistical Underpinings

January - The work
III. Resource Utilization
IV. #Data Cleanup
V. #Python Tooling
VI. #MCP

March - context
VII. Legal Ramifications
VIII. Art?

Details at
https://friendsofccmusic.org/2025/10/22/know-the-enemy-and-know-yourself/

As always, plz boost!

#ai / #ml folks, I could use your help in January (and possibly before & after).

The syllabus will look like this:

2025 - The base
I. AI History - It is difficult for anything else to make sense if people don't understand what is meant when people say AI.
II. #Statistical Underpinings

January - The work
III. Resource Utilization
IV. #Data Cleanup
V. #Python Tooling
VI. #MCP

March - context
VII. Legal Ramifications
VIII. Art?

Details at
https://friendsofccmusic.org/2025/10/22/know-the-enemy-and-know-yourself/

As always, plz boost!

#ai / #ml folks, I could use your help in January (and possibly before & after).

The syllabus will look like this:

2025 - The base
I. AI History - It is difficult for anything else to make sense if people don't understand what is meant when people say AI.
II. #Statistical Underpinings

January - The work
III. Resource Utilization
IV. #Data Cleanup
V. #Python Tooling
VI. #MCP

March - context
VII. Legal Ramifications
VIII. Art?

Details at
https://friendsofccmusic.org/2025/10/22/know-the-enemy-and-know-yourself/

As always, plz boost!

We have #statistical evidence that #people are mildly #psychic by
StandupMaths #yt

https://youtu.be/VwIKKBL4ldQ

We have #statistical evidence that #people are mildly #psychic by
StandupMaths #yt

https://youtu.be/VwIKKBL4ldQ

We have #statistical evidence that #people are mildly #psychic by
StandupMaths #yt

https://youtu.be/VwIKKBL4ldQ

We have #statistical evidence that #people are mildly #psychic by
StandupMaths #yt

https://youtu.be/VwIKKBL4ldQ

We have #statistical evidence that #people are mildly #psychic by
StandupMaths #yt

https://youtu.be/VwIKKBL4ldQ

Grfin Tools—User Guide And Methods For Modeling Landslide Runout And Debris-Flow Growth And Inundation
--
https://pubs.usgs.gov/publication/tm14A3 <-- shared USGS publication
--
https://code.usgs.gov/grfintools/grfintools <-- shared USGS software release
--
H/T Jonathan Perkins USGS
[ another open source resource for everyone from the USGS ~smile~ ]
#GIS #spatial #mapping #opensource #openlibrary #Grfin #software #package #regional #debrisflow #engineeringgeology #geology #inundation #spatialanalysis #spatiotemporal #geophysics #geophysical #massmovement #landslide #lahar #volcano #rock #avalanche #model #modeling #statistical #geostatistics #water #hydrology #downstream #elevation #remotesensing #DEM #flow #runout #risk #hazard #tools #slope #erosion #drainage #network #channel #channelisation #userguide
@USGS

Grfin Tools—User Guide And Methods For Modeling Landslide Runout And Debris-Flow Growth And Inundation
--
https://pubs.usgs.gov/publication/tm14A3 <-- shared USGS publication
--
https://code.usgs.gov/grfintools/grfintools <-- shared USGS software release
--
H/T Jonathan Perkins USGS
[ another open source resource for everyone from the USGS ~smile~ ]
#GIS #spatial #mapping #opensource #openlibrary #Grfin #software #package #regional #debrisflow #engineeringgeology #geology #inundation #spatialanalysis #spatiotemporal #geophysics #geophysical #massmovement #landslide #lahar #volcano #rock #avalanche #model #modeling #statistical #geostatistics #water #hydrology #downstream #elevation #remotesensing #DEM #flow #runout #risk #hazard #tools #slope #erosion #drainage #network #channel #channelisation #userguide
@USGS

Grfin Tools—User Guide And Methods For Modeling Landslide Runout And Debris-Flow Growth And Inundation
--
https://pubs.usgs.gov/publication/tm14A3 <-- shared USGS publication
--
https://code.usgs.gov/grfintools/grfintools <-- shared USGS software release
--
H/T Jonathan Perkins USGS
[ another open source resource for everyone from the USGS ~smile~ ]
#GIS #spatial #mapping #opensource #openlibrary #Grfin #software #package #regional #debrisflow #engineeringgeology #geology #inundation #spatialanalysis #spatiotemporal #geophysics #geophysical #massmovement #landslide #lahar #volcano #rock #avalanche #model #modeling #statistical #geostatistics #water #hydrology #downstream #elevation #remotesensing #DEM #flow #runout #risk #hazard #tools #slope #erosion #drainage #network #channel #channelisation #userguide
@USGS

Grfin Tools—User Guide And Methods For Modeling Landslide Runout And Debris-Flow Growth And Inundation
--
https://pubs.usgs.gov/publication/tm14A3 <-- shared USGS publication
--
https://code.usgs.gov/grfintools/grfintools <-- shared USGS software release
--
H/T Jonathan Perkins USGS
[ another open source resource for everyone from the USGS ~smile~ ]
#GIS #spatial #mapping #opensource #openlibrary #Grfin #software #package #regional #debrisflow #engineeringgeology #geology #inundation #spatialanalysis #spatiotemporal #geophysics #geophysical #massmovement #landslide #lahar #volcano #rock #avalanche #model #modeling #statistical #geostatistics #water #hydrology #downstream #elevation #remotesensing #DEM #flow #runout #risk #hazard #tools #slope #erosion #drainage #network #channel #channelisation #userguide
@USGS

Grfin Tools—User Guide And Methods For Modeling Landslide Runout And Debris-Flow Growth And Inundation
--
https://pubs.usgs.gov/publication/tm14A3 <-- shared USGS publication
--
https://code.usgs.gov/grfintools/grfintools <-- shared USGS software release
--
H/T Jonathan Perkins USGS
[ another open source resource for everyone from the USGS ~smile~ ]
#GIS #spatial #mapping #opensource #openlibrary #Grfin #software #package #regional #debrisflow #engineeringgeology #geology #inundation #spatialanalysis #spatiotemporal #geophysics #geophysical #massmovement #landslide #lahar #volcano #rock #avalanche #model #modeling #statistical #geostatistics #water #hydrology #downstream #elevation #remotesensing #DEM #flow #runout #risk #hazard #tools #slope #erosion #drainage #network #channel #channelisation #userguide
@USGS

#Knowledge #Diffusion in the #network of #international #business #travel.

In #statistical #term​s, #business #travel has the most #substantial #impact among a range of #bilateral #relationship​s #between #countries...

https://www.nature.com/articles/s41562-020-0922-x

#Netzwerk #Netz #Geschäftsreise #Hotellerie #Tourismus; #Beziehung;

#Wissenstransfer #Wissensdiffusion

#FAS, 23.08.2020, Maja #Brankovic, #Zoom ist keine #Lösung, #Videokonferenz​en statt #Dienstreise​n: Das sollte nicht von #Dauer sein.

appears to be an uncanny fit (orange) to 400 measured values (blue) using 16 sinusoidal frequencies! this time it's grant work, not contract work, so i will be able to explain this in more detail eventually... for now, it's just a work in progress that looks cool :)

#dataScience #dataAnalysis #spectralAnalysis #leastSquares #OLS #sinusoidal #trigonometric #regression #modeling #statistical

https://arxiv.org/abs/2101.12223

I'm city hopping by #train from Warsaw to #Benasque and yesterday I met Oli Reardon-Smith in Kraków, here a paper with Hakop, Kamil and Stephen
https://arxiv.org/abs/2101.12223
I learned about an innovation in that they use part of samples to estimate certain parameters needed for a large deviation bound. It's like #Hoefding's inequality on wheels.

I know of the #BCa (biased corrected accelerated) #bootstrap method for assigning confidence intervals to #statistical estimations. Here a round of resampling is used to estimate two parameters to correct bias and accelerate sample efficiency in pinning down the accurate confidence interval.

What are other methods where you sample to get information about what to sample subsequently?