Distributed Solar: The Democratizaton of Energy
Blogroll
- Team Andrew Weinberg Walking September 8th for the Jimmy Fund!
- Why "naive Bayes" is not Bayesian Explains why the so-called “naive Bayes” classifier is not Bayesian. The setup is okay, but estimating probabilities by doing relative frequencies instead of using Dirichlet conjugate priors or integration strays from The Path.
- Gavin Simpson
- ggplot2 and ggfortify Plotting State Space Time Series with ggplot2 and ggfortify
- Tim Harford's “More or Less'' Tim Harford explains – and sometimes debunks – the numbers and statistics used in political debate, the news and everyday life
- John Cook's reasons to use Bayesian inference
- Giant vertical monopolies for energy have stopped making sense
- Dr James Spall's SPSA
- distributed solar and matching location to need
- Harvard's Project Implicit
- Professor David Draper
- In Monte Carlo We Trust The statistics blog of Matt Asher, actually called the “Probability and Statistics Blog”, but his subtitle is much more appealing. Asher has a Manifesto at http://www.statisticsblog.com/manifesto/.
- John Kruschke's "Dong Bayesian data analysis" blog Expanding and enhancing John’s book of same title (now in second edition!)
- All about Sankey diagrams
- Earle Wilson
- Why It’s So Freaking Hard To Make A Good COVID-19 Model Five Thirty Eight’s take on why pandemic modeling is so difficult
- Mike Bloomberg, 2020 He can get progress on climate done, has the means and experts to counter the Trump and Republican digital disinformation machine, and has the experience, knowledge, and depth of experience to achieve and unify.
- WEAPONS OF MATH DESTRUCTION Cathy O’Neil’s WEAPONS OF MATH DESTRUCTION,
- SASB Sustainability Accounting Standards Board
- "Talking Politics" podcast David Runciman, Helen Thompson
- Ted Dunning
- Karl Broman
- Musings on Quantitative Paleoecology Quantitative methods and palaeoenvironments.
- Dollars per BBL: Energy in Transition
- AP Statistics: Sampling, by Michael Porinchak Twin City Schools
- American Association for the Advancement of Science (AAAS)
- Busting Myths About Heat Pumps Heat pumps are perhaps the most efficient heating and cooling systems available. Recent literature distributed by utilities hawking natural gas and other sources use performance figures from heat pumps as they were available 15 years ago. See today’s.
- Simon Wood's must-read paper on dynamic modeling of complex systems I highlighted Professor Wood’s paper in https://hypergeometric.wordpress.com/2014/12/26/struggling-with-problems-already-attacked/
- Lenny Smith's CHAOS: A VERY SHORT INTRODUCTION This is a PDF version of Lenny Smith’s book of the same title, also available from Amazon.com
- What If
- Brian McGill's Dynamic Ecology blog Quantitative biology with pithy insights regarding applications of statistical methods
- Dominic Cummings blog Chief advisor to the PM, United Kingdom
- Woods Hole Oceanographic Institution (WHOI)
- Healthy Home Healthy Planet
- Tony Seba Solar energy, electric vehicle, energy storage, and business disruption professor and visionary
- Darren Wilkinson's introduction to ABC Darren Wilkinson’s introduction to approximate Bayesian computation (“ABC”). See also his post about summary statistics for ABC https://darrenjw.wordpress.com/2013/09/01/summary-stats-for-abc/
- OOI Data Nuggets OOI Ocean Data Lab: The Data Nuggets
- Ives and Dakos techniques for regime changes in series
- Bob Altemeyer on authoritarianism (via Dan Satterfield) The science behind the GOP civil war
- Beautiful Weeds of New York City
- Quotes by Nikola Tesla Quotes by Nikola Tesla, including some of others he greatly liked.
- London Review of Books
- Carl Safina's blog One of the wisest on Earth
- "The Expert"
- Slice Sampling
- The Plastic Pick-Up: Discovering new sources of marine plastic pollution
- Fear and Loathing in Data Science Cory Lesmeister’s savage journey to the heart of Big Data
- Risk and Well-Being
- Subsidies for wind and solar versus subsidies for fossil fuels
- BioPython A collection of Python tools for quantitative Biology
climate change
- Mrooijer's Global Temperature Explorer
- NOAA Annual Greenhouse Gas Index report The annual assessment by the National Oceanic and Atmospheric Administration of the radiative forcing from constituent atmospheric greenhouse gases
- `Who to believe on climate change': Simple checks By Bart Verheggen
- Non-linear feedbacks in climate (discussion of Bloch-Johnson, Pierrehumbert, Abbot paper) Discussion of http://onlinelibrary.wiley.com/wol1/doi/10.1002/2015GL064240/abstract
- Steve Easterbrook's excellent climate blog: See his "The Internet: Saving Civilization or Trashing the Planet?" for example Heavy on data and computation, Easterbrook is a CS prof at UToronto, but is clearly familiar with climate science. I like his “The Internet: Saving Civilization or Trashing the Planet” very much.
- "Impacts of Green New Deal energy plans on grid stability, costs, jobs, health, and climate in 143 countries" (Jacobson, Delucchi, Cameron, et al) Global warming, air pollution, and energy insecurity are three of the greatest problems facing humanity. To address these problems, we develop Green New Deal energy roadmaps for 143 countries.
- The Carbon Cycle The Carbon Cycle, monitored by The Carbon Project
- Ricky Rood's “What would happen to climate if we (suddenly) stopped emitting GHGs today?
- Wally Broecker on climate realism
- Energy payback period for solar panels Considering everything, how long do solar panels have to operate to offset the energy used to produce them?
- The Green Plate Effect Eli Rabett’s “The Green Plate Effect”
- Équiterre Equiterre helps build a social movement by encouraging individuals, organizations and governments to make ecological and equitable choices, in a spirit of solidarity.
- Climate Change Reports By John and Mel Harte
- Bloomberg interactive graph on “What's warming the world''
- The Scientific Case for Modern Human-caused Global Warming
- Klaus Lackner (ASU), Silicon Kingdom Holdings (SKH) Capturing CO2 from air at scale
- Interview with Wally Broecker Interview with Wally Broecker
- AIP's history of global warming science: impacts The American Institute of Physics has a fine history of the science of climate change. This link summarizes the history of impacts of climate change.
- "A field guide to the climate clowns"
- Ellenbogen: There is no Such Thing as Wind Turbine Syndrome
- Climate model projections versus observations
- On Thomas Edison and Solar Electric Power
- “The discovery of global warming'' (American Institute of Physics)
- Climate change: Evidence and causes A project of the UK Royal Society: (1) Answers to key questions, (2) evidence and causes, and (3) a short guide to climate science
- SOLAR PRODUCTION at Westwood Statistical Studios Generation charts for our home in Westwood, MA
- Climate Change: A health emergency … New England Journal of Medicine Caren G. Solomon, M.D., M.P.H., and Regina C. LaRocque, M.D., M.P.H., January 17, 2019 N Engl J Med 2019; 380:209-211 DOI: 10.1056/NEJMp1817067
- Sea Change Boston
- CLIMATE ADAM Previously from the Science news staff at the podcast of Nature (“Nature Podcast”), the journal, now on YouTube, encouraging climate action through climate comedy.
- "Warming Slowdown?" (part 2 of 2) The idea of a global warming slowdown or hiatus is critically examined, emphasizing the literature, the datasets, and means and methods for telling such. The second part.
- Jacobson WWS literature index
- Sir David King David King’s perspective on climate, and the next thousands of years for humanity
- Wind sled Wind sled: A zero carbon way of exploring ice sheets
- The Keeling Curve The first, and one of the best programs for creating a spatially significant long term time series of atmospheric concentrations of CO2. Started amongst great obstacles by one, smart determined guy, Charles David Keeling.
- "Lessons of the Little Ice Age" (Farber) From Dan Farber, at LEGAL PLANET
- An open letter to Steve Levitt
- The net average effect of a warming climate is increased aridity (Professor Steven Sherwood)
- Simple box models and climate forcing IMO one of Tamino’s best posts illustrating climate forcing using simple box models
- "Getting to the Energy Future We Want," Dr Steven Chu
- Documenting the Climate Deniarati at work
- Eli on the spectroscopic basis of atmospheric radiation physical chemistry
- Berkeley Earth Surface Temperature
- Tell Utilities Solar Won't Be Killed Barry Goldwater, Jr’s campaign to push for solar expansion against monopolistic utilities, as a Republican
- Tamino's Open Mind Open Mind: A statistical look at climate, its science, and at science denial
- Solar Gardens Community Power
- Social Cost of Carbon
- Model state level energy policy for New Englad Bob Massie’s proposed energy policy for Massachusetts, an admirable model for energy policy anywhere in New England
- The Sunlight Economy
- SolarLove
- Risk and Well-Being
- Climate Communication Hassol, Somerville, Melillo, and Hussin site communicating climate to the public
Archives
Jan Galkowski
Category Archives: Akaike Information Criterion
Series, symmetrized Normalized Compressed Divergences and their logit transforms
(Major update on 11th January 2019. Minor update on 16th January 2019.) On comparing things The idea of a calculating a distance between series for various purposes has received scholarly attention for quite some time. The most common application is … Continue reading
Posted in Akaike Information Criterion, bridge to somewhere, computation, content-free inference, data science, descriptive statistics, divergence measures, engineering, George Sughihara, information theoretic statistics, likelihood-free, machine learning, mathematics, model comparison, model-free forecasting, multivariate statistics, non-mechanistic modeling, non-parametric statistics, numerical algorithms, statistics, theoretical physics, thermodynamics, time series
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`Environmental science in a post-truth world’ (Lubchenco and Kammen)
Jane Lubchenco is a Professor at Oregon State University, and was administrator of the U.S. NOAA from 2009 through 2013, the U.S. Science Envoy for the Ocean at the State Department from 2014 to 2016, and the president of the … Continue reading
Posted in Akaike Information Criterion, American Association for the Advancement of Science, American Statistical Association, being carbon dioxide, Buckminster Fuller, climate, climate change, coastal communities, coasts, ecological services, ecology, environment, environmental law, evidence, global warming, Humans have a lot to answer for, Hyper Anthropocene, ignorance, Jane Lubchenco, marine biology, mass extinctions, population biology, population dynamics, quantitative biology, quantitative ecology, risk, science, Spaceship Earth, sustainability, T'kun Olam, temporal myopia, the tragedy of our present civilization
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Why smooth?
I’ve encountered a number of blog posts this week which seem not to understand the Bias-Variance Tradeoff in regard to Mean-Squared-Error. These arose in connection with smoothing splines, which I was studying in connection with multivariate adaptive regression splines, that … Continue reading
Posted in Akaike Information Criterion, American Statistical Association, Antarctica, carbon dioxide, climate change, denial, global warming, information theoretic statistics, likelihood-free, multivariate adaptive regression splines, non-parametric model, science denier, smoothing, splines, statistical dependence
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On Smart Data
One of the things I find surprising, if not astonishing, is that in the rush to embrace Big Data, a lot of learning and statistical technique has been left apparently discarded along the way. I’m hardly the first to point … Continue reading
Posted in Akaike Information Criterion, Bayes, Bayesian, Bayesian inversion, big data, bigmemory package for R, changepoint detection, data science, data streams, dlm package, dynamic generalized linear models, dynamic linear models, dynamical systems, Generalize Additive Models, generalized linear models, information theoretic statistics, Kalman filter, linear algebra, logistic regression, machine learning, Markov Chain Monte Carlo, mathematics, mathematics education, maths, maximum likelihood, MCMC, Monte Carlo Statistical Methods, multivariate statistics, numerical analysis, numerical software, numerics, quantitative biology, quantitative ecology, rationality, reasonableness, sampling, smart data, state-space models, statistical dependence, statistics, the right to know, time series
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Cory Lesmeister’s treatment of Simson’s Paradox (at “Fear and Loathing in Data Science”)
(Updated 2016-05-08, to provide reference for plateaus of ML functions in vicinity of MLE.) Simpson’s Paradox is one of those phenomena of data which really give Statistics a substance and a role, beyond the roles it inherits from, say, theoretical … Continue reading
Posted in Akaike Information Criterion, approximate Bayesian computation, Bayes, Bayesian, evidence, Frequentist, games of chance, information theoretic statistics, Kalman filter, likelihood-free, mathematics, maths, maximum likelihood, Monte Carlo Statistical Methods, probabilistic programming, rationality, Rauch-Tung-Striebel, Simpson's Paradox, state-space models, statistical dependence, statistics, stochastics
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ecoquant
