Distributed Solar: The Democratizaton of Energy
Category Archives: American Statistical Association
“Code for causal inference: Interested in astronomical applications”
via Code for causal inference: Interested in astronomical applications From Professor Ewan Cameron at his Another Astrostatistics Blog.
Another kind of latent data: That encoded in journal and report figures
Many scholars today expect to find data as datasets. When I took some courses in Geology at Binghamton University, specifically in Tectonics and Paleomagnetism, I learned that libraries serves, in many cases, as Geologists’ repositories of data. No, the libraries … Continue reading
“Because we need to make the science stick.”
H. Holden Thorp, writing in Science, an excerpt: The scientific community needs to step out of its labs and support evidence-based decision-making in a much more public way. The good news is that over the past few years, scientists have … Continue reading
On odds of storms, and extreme precipitation
People talk about “thousand year storms”. Rather than being a storm having a recurrence time of once in a thousand years, these are storms which have a 0.001 chance per year of occurring. Storms aren’t the only weather events of … Continue reading
Posted in American Meteorological Association, American Statistical Association, AMETSOC, catastrophe modeling, climate disruption, climate economics, climate education, ecopragmatism, evidence, extreme events, extreme value distribution, flooding, floods, games of chance, global warming, global weirding, insurance, meteorological models, meteorology, R, R statistical programming language, real estate values, risk, Risky Business, riverine flooding, science, Significance
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“The financial crash and the climate crisis” (The New Yorker Radio Hour)
A great podcast episode. Check out the thoughts of the late Professor Martin Weitzman as well, in “The man who got economists to take climate nightmares seriously“.
Posted in American Statistical Association, an uncaring American public, Anthropocene, being carbon dioxide, bifurcations, bridge to nowhere, Buckminster Fuller, Carbon Cycle, carbon dioxide, Carbon Worshipers, catastrophe modeling, climate change, climate disruption, climate economics, climate grief, climate justice, climate mitigation, climate nightmares, climate policy, climate zombies, coastal investment risks, flooding, floods, Florida, global warming, global weirding, home resale values, Hyper Anthropocene, objective reality, oceans, Robert Young, Scituate, shorelines, Sir David King, temporal myopia, the tragedy of our present civilization, the value of financial assets, unreason
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“Bayesian replication analysis” (by John Kruschke)
“… the ability to express [hypotheses] as distributions over parameters …” Bayesian estimation supersedes the t-test: (Also by Professor Kruschke.)
“… [A] new scientific paper overstates forests’ potential” (Reynolds)
(On 2019-07-06, repaired a typo, and on 2019-07-16 linked in a post by Professor Stefan Rahmstorf at RealClimate.) Jesse Reynolds at Legal Planet is on this. But, as I noted at LinkedIn, even if I accept the entirety of the … Continue reading
Posted in American Association for the Advancement of Science, American Chemical Society, American Meteorological Association, American Statistical Association, an ignorant American public, an uncaring American public, atmosphere, being carbon dioxide, Bloomberg New Energy Finance, bridge to nowhere, Carbon Cycle, carbon dioxide, carbon dioxide capture, carbon dioxide sequestration, clear air capture of carbon dioxide, climate, climate business, climate change, climate disruption, climate education, consumption, corporate supply chains, Cult of Carbon, development as anti-ecology, ecological disruption, ecomodernism, environment, environmental law, fossil fuels, Global Carbon Project, global warming, greenwashing, Humans have a lot to answer for, Hyper Anthropocene, leaving fossil fuels in the ground, liberal climate deniers, life cycle sustainability analysis, lifestyle changes, Mathematics and Climate Research Network, negative emissions, ocean warming, pollution, science, Spaceship Earth, Steven Chu, Stewart Brand, sustainability, the Final Frontier, the right to know, the tragedy of our present civilization, UU Ministry for Earth, wishful environmentalism, zero carbon
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A response to a post on RealClimate
(Updated 2342 EDT, 28 June 2019.) This is a response to a post on RealClimate which primarily concerned economist Ross McKitrick’s op-ed in the Financial Post condemning the geophysical community for disregarding Roger Pielke, Jr’s arguments. Pielke, in that link, … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, Bayesian, climate change, ecology, Ecology Action, environment, evidence, experimental design, Frequentist, global warming, Hyper Anthropocene, machine learning, model comparison, model-free forecasting, multivariate statistics, science, science denier, statistical series, statistics, time series
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Sir David King on `Climate Repair`
Interview with Sir David King at Ecologist on the climate restoration agenda.
Posted in adaptation, American Association for the Advancement of Science, American Chemical Society, American Meteorological Association, American Statistical Association, an uncaring American public, Anthropocene, APCC, being carbon dioxide, carbon dioxide capture, climate, climate change, climate education, David Spiegelhalter, differential equations, global warming, Hyper Anthropocene, investments, risk, Sir David King
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A proposal: Challenge for the Green New Deal
There is a climate emergency. There are many ways of looking at this, from the big investments perspective (see also a Fed view), to human harms perspective (see also), to what it might cost to reverse these changes if they … Continue reading
Posted in alternatives to the Green New Deal, American Association for the Advancement of Science, American Chemical Society, American Meteorological Association, American Solar Energy Society, American Statistical Association, Amory Lovins, Anthropocene, basic research, Bloomberg New Energy Finance, bridge to somewhere, carbon dioxide, carbon dioxide capture, cement production, Clausius-Clapeyron equation, clear air capture of carbon dioxide, climate, climate business, climate change, climate data, climate disruption, climate economics, climate education, Climate Lab Book, ClimateAdam, consumption, David Archer, decentralized energy, demand-side solutions, ecological disruption, ecomodernism, ecopragmatism, electric vehicles, electrical energy storage, electricity, energy storage, environment, flooding, floods, food, food scarcity, geoengineering, geophysics, Glen Peters, Global Carbon Project, global warming, insurance, investing, investment in wind and solar energy, investments, leaving fossil fuels in the ground, local self reliance, National Center for Atmospheric Research, Our Children's Trust, planning, policy metrics, politics, population biology, population dynamics, radiative forcing, rationality, real estate values, rhetorical statistics, science, stream flow, sustainability, SVD, the right to know, UU Ministry for Earth, UU Needham, zero carbon, ZigZag
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California Marine Debris Prevention: Banning Plastic Bags is Not Enough
NOAA has a full page of videos on marine debris and how to prevent it. The state of California has a 2018 plan on preventing marine debris. Here are some highlights. There is a good deal more in the report, … Continue reading
Posted in American Statistical Association, Life Cycle Assessment, life cycle sustainability analysis, policy metrics, public welfare, shop, shorelines, solid waste, solid waste management, South Shore Recycling Cooperative, spatial statistics, statistical series, statistics, supply chains, sustainability, the right to know, wishful environmentalism
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Weekend break: Theme for Earth Day
By John Williams:
Posted in agroecology, Aldo Leopold, American Association for the Advancement of Science, American Statistical Association, an uncaring American public, argoecology, biology, Botany, Buckminster Fuller, climate, David Suzuki, dynamical systems, E. O. Wilson, earth, Earth Day, ecological disruption, ecological services, Ecological Society of America, ecology, Ecology Action, ecomodernism, ecopragmatism, ecopragmatist, Eli Rabett, environment, Equiterre, evolution, fragmentation of ecosystems, global warming, green tech, greenhouse gases, greenwashing, invasive species, investing, investment in wind and solar energy, investments, Lawrence Berkeley National Laboratory, Lotka-Volterra systems, marine biology, Mathematics and Climate Research Network, microbiomes, NOAA, oceans, Peter del Tredici, Peter Diggle, Pharyngula, physical materialism, quantitative biology, quantitative ecology, rate of return regulation, scientific publishing, Spaceship Earth, statistical dependence, Stefan Rahmstorf, Tamino
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Still a climate hawk, and appreciate all my climate friends: To the climate deniers, the greenwashers, the liberal environmental opportunists, and the environmental purists who will never compromise …
“Not ready to make nice” (Dixie Chicks) I stick by my friends in these hard times: Tamino’s community The Azimuth Project Woods Hole Oceanographic Institution The American Statistical Association The International Society for Bayesian Analysis Losing Earth: The decade we … Continue reading
Posted in American Association for the Advancement of Science, American Statistical Association, Anthropocene, Bayesian, climate change, climate disruption, climate economics, climate grief, coastal investment risks, ecological disruption, ecological services, ecomodernism, ecopragmatism, engineering, environment, flooding, global warming, Grant Foster, Humans have a lot to answer for, Hyper Anthropocene, investment in wind and solar energy, investments, Joseph Schumpeter, Mathematics and Climate Research Network, mathematics education, personal purity, population biology, quantitative biology, quantitative ecology, regulatory capture, risk, riverine flooding, sampling without replacement, Scituate, secularism, shorelines, solar democracy, solar domination, solar energy, Solar Freakin' Roadways, solar power, SolarPV.tv, Spaceship Earth, statistical dependence, SunPower, the energy of the people, the green century, the tragedy of our present civilization, the value of financial assets, tragedy of the horizon, Unitarian Universalism, unreason, utility company death spiral, UU Needham, Wally Broecker, Walt Disney Company, Woods Hole Oceanographic Institution, ``The tide is risin'/And so are we''
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Another reason why the future of Science and STEM education in the United States is cloudy
From Nature‘s “Universities spooked by Trump order tying free speech to grants“, with the subheading “White House policy will require universities to certify that they protect free speech to remain eligible for research funding”, comes this chilling news: US President … Continue reading
Posted in American Association for the Advancement of Science, American Mathematical Society, American Statistical Association, an ignorant American public, an uncaring American public, anti-intellectualism, anti-science, climate change, Commonwealth of Massachusetts, emigration, European Union, mathematics, science, United States
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“Applications of Deep Learning to ocean data inference and subgrid parameterization”
This is another nail in the coffin of the claim I heard at last year’s Lorenz-Charney Symposium at MIT that machine learning methods would not make a serious contribution to advancements in the geophysical sciences. T. Bolton, L. Zanna, “Applications … Continue reading
Posted in American Meteorological Association, American Statistical Association, artificial intelligence, Azimuth Project, deep learning, deep recurrent neural networks, dynamical systems, geophysics, machine learning, Mathematics and Climate Research Network, National Center for Atmospheric Research, oceanography, oceans, science, stochastic algorithms
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Repeating Bullshit
Originally posted on Open Mind:
Question: How does a dumb claim go from just a dumb claim, to accepted canon by the climate change denialati? Answer: Repetition. Yes, keep repeating it. If it’s contradicted by evidence, ignore that or insult…
Stream flow and P-splines: Using built-in estimates for smoothing
Mother Brook in Dedham Massachusetts was the first man-made canal in the United States. Dug in 1639, it connects the Charles River at Dedham, to the Neponset River in the Hyde Park section of Boston. It was originally an important … Continue reading
Posted in American Statistical Association, citizen data, citizen science, Clausius-Clapeyron equation, Commonwealth of Massachusetts, cross-validation, data science, dependent data, descriptive statistics, dynamic linear models, empirical likelihood, environment, flooding, floods, Grant Foster, hydrology, likelihood-free, meteorological models, model-free forecasting, non-mechanistic modeling, non-parametric, non-parametric model, non-parametric statistics, numerical algorithms, precipitation, quantitative ecology, statistical dependence, statistical series, stream flow, Tamino, the bootstrap, time series, water vapor
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A look at an electricity consumption series using SNCDs for clustering
(Slightly amended with code and data link, 12th January 2019.) Prediction of electrical load demand or, in other words, electrical energy consumption is important for the proper operation of electrical grids, at all scales. RTOs and ISOs forecast demand based … Continue reading
Posted in American Statistical Association, consumption, data streams, decentralized electric power generation, dendrogram, divergence measures, efficiency, electricity, electricity markets, energy efficiency, energy utilities, ensembles, evidence, forecasting, grid defection, hierarchical clustering, hydrology, ILSR, information theoretic statistics, local self reliance, Massachusetts, microgrids, NCD, normalized compression divergence, numerical software, open data, prediction, rate of return regulation, Sankey diagram, SNCD, statistical dependence, statistical series, statistics, sustainability, symmetric normalized compression divergence, time series
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Oil and Gas
What the head of the American Petroleum Institute, Frank Ikard, said in 1965.
Posted in Adam Smith, American Association for the Advancement of Science, American Petroleum Institute, American Statistical Association, Ørsted, being carbon dioxide, BNEF, bridge to nowhere, Carbon Worshipers, Cult of Carbon, decentralized electric power generation, EIA, energy, explosive methane, solar domination, the green century, the right to know, the tragedy of our present civilization, the value of financial assets
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No, Senator Marco Rubio and Larry Kudlow, we know how much humans contribute to climate change, at least precisely enough for Congress and an administration
14th October 2018, quoting Senator Marco Rubio and White House economic advisor Larry Kudlow, the Washington Post reported they each claimed that the recent UN report was an `overestimate`: “I think they overestimate,” Kudlow said of the U.N. report, which … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, anomaly detection, anti-intellectualism, anti-science, being carbon dioxide, Berkeley Earth Surface Temperature project, bollocks, carbon dioxide, changepoint detection, children as political casualties, climate change, climate data, evidence, global warming, Humans have a lot to answer for, Hyper Anthropocene, Juliana v United States, leaving fossil fuels in the ground, physics, radiative forcing, science, science denier, tragedy of the horizon, UNFCCC, unreason
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Sampling: Rejection, Reservoir, and Slice
An article by Suilou Huang for catatrophe modeler AIR-WorldWide of Boston about rejection sampling in CAT modeling got me thinking about pulling together some notes about sampling algorithms of various kinds. There are, of course, books written about this subject, … Continue reading
Posted in accept-reject methods, American Statistical Association, Bayesian computational methods, catastrophe modeling, data science, diffusion processes, empirical likelihood, Gibbs Sampling, insurance, Markov Chain Monte Carlo, mathematics, Mathematics and Climate Research Network, maths, Monte Carlo Statistical Methods, multivariate statistics, numerical algorithms, numerical analysis, numerical software, numerics, percolation theory, Python 3 programming language, R statistical programming language, Radford Neal, sampling, slice sampling, spatial statistics, statistics, stochastic algorithms, stochastic search
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A quick note on modeling operational risk from count data
The blog statcompute recently featured a proposal encouraging the use of ordinal models for difficult risk regressions involving count data. This is actually a second installment of a two-part post on this problem, the first dealing with flexibility in count … Continue reading
Posted in American Statistical Association, Bayesian, Bayesian computational methods, count data regression, dichotomising continuous variables, dynamic generalized linear models, Frank Harrell, Frequentist, Generalize Additive Models, generalized linear mixed models, generalized linear models, GLMMs, GLMs, John Kruschke, maximum likelihood, model comparison, Monte Carlo Statistical Methods, multivariate statistics, nonlinear, numerical software, numerics, premature categorization, probit regression, statistical regression, statistics
Tagged dichotomising continuous variables, dichotomizing continuous variables, premature categorization, splines
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Love means nothing, without understanding, and action
Can’t get enough of this video. It may be a corporate, Ørsted promotion, but it is beautiful. And I continue to believe, that, as the original sense of the corporation, or benefit society suggested, contrary to (U.S.) popular progressive belief, … Continue reading
Posted in Aldo Leopold, American Solar Energy Society, American Statistical Association, Ørsted, Bloomberg, Bloomberg New Energy Finance, bridge to somewhere, Canettes Blues Band, climate, climate business, climate economics, corporate citizenship, corporate litigation on damage from fossil fuel emissions, corporate responsibility, corporate supply chains, corporations, destructive economic development, distributed generation, economics, emergent organization, fossil fuel divestment, global warming, green tech, Green Tech Media, Humans have a lot to answer for, Hyper Anthropocene, investing, investment in wind and solar energy, investments, Joseph Schumpeter, liberal climate deniers, reasonableness, Sankey diagram, solar democracy, solar domination, Spaceship Earth, stranded assets, the energy of the people, the green century, the value of financial assets, wind energy, wind power, wishful environmentalism
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“One of the most interesting things about the MIP ensembles is that the mean of all the models generally has higher skill than any individual model.” We hold these truths to be self-evident, that all models are created equal, that … Continue reading
These are ethical “AI Principles” from Google, but they might as well be `technological principles’
This is entirely adapted from this link, courtesy of Google and Alphabet. Objectives Be socially beneficial. Avoid creating or reinforcing unfair bias. Be built and tested for safety. Be accountable to people. Incorporate privacy design principles. Uphold high standards of … Continue reading
Posted in American Statistical Association, artificial intelligence, basic research, Bayesian, Boston Ethical Society, complex systems, computation, corporate citizenship, corporate responsibility, deep recurrent neural networks, emergent organization, ethical ideals, ethics, extended producer responsibility, friends and colleagues, Google, Google Pixel 2, humanism, investments, machine learning, mathematics, moral leadership, natural philosophy, politics, risk, science, secularism, technology, The Demon Haunted World, the right to know, Unitarian Universalism, UU, UU Humanists
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Professor Tony Seba, of late
I love it. Professor Tony Seba, Stanford, 1 week ago. It means anyone who continues to invest in or support the fossil fuels hegemony will be fundamentally disappointed by the markets. And it serves them right. By efficiency, or momentum, … Continue reading
Posted in American Statistical Association, anti-intellectualism, anti-science, Bloomberg New Energy Finance, BNEF, bridge to nowhere, Buckminster Fuller, Carbon Tax, Carbon Worshipers, causation, central banks, children as political casualties, citizen science, citizenship, clean disruption, climate, climate business, climate change, climate data, climate disruption, climate economics, Climate Lab Book, Climate Science Legal Defense Fund, coastal communities, coastal investment risks, coasts, Commonwealth of Massachusetts, Constitution of the Commonwealth of Massachusetts, consumption, corporate responsibility, corporations, corruption, critical slowing down, ctDNA, Cult of Carbon, David Archer, David Spiegelhalter, decentralized electric power generation
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forecast for 27th March 2018
Today is the 21st of March, 2018. We are supposed to get our fourth nor’easter tomorrow this late Winter, and the third nor’easter in nearly as many weeks. ECMWF hosted, in this incarnation, at the Meteocentre UQAM in Montreal created … Continue reading
Posted in American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, atmosphere, climate, climate change, climate disruption, climate education, climate models, coastal communities, ensemble methods, ensemble models, fluid dynamics, forecasting, global warming, Hyper Anthropocene, Mathematics and Climate Research Network, meteorological models, meteorology, numerical algorithms, physics, science, science education, spaghetti plots, tragedy of the horizon, water vapor
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Sea-level report cards, contingency upon model character, and ensemble methods
Done by the Virginia Institute of Marine Science, new sea-level report cards offer a look at current sea-level rise rates, and projections. What’s interesting to me is making the projections conditional upon the character of the model used to project. … Continue reading
Posted in adaptation, American Association for the Advancement of Science, American Meteorological Association, American Statistical Association, AMETSOC, anomaly detection, Bayesian model averaging, changepoint detection, climate disruption, climate economics, climate education, coastal communities, coasts, dynamical systems, ensemble methods, ensemble models, flooding, geophysics, global warming, Grant Foster, Hyper Anthropocene, ice sheet dynamics, icesheets, living shorelines, meteorological models, nonlinear systems, prediction, sea level rise, shorelines, Skeptical Science, spaghetti plots, temporal myopia, the right to be and act stupid, the right to know, the value of financial assets, tragedy of the horizon
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and Then There’s Physics does “Talking solutions and motivating action”
And Then There’s Physics does a fine post about scientists “talking about solutions and motivating action”. But I felt the figure from Dr Glen Peters needed to be updated a bit, with a status briefing. So, below: (Click on image … Continue reading
