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Major League Baseball’s grand-slam experiment to pick up its pace

It’s Opening Day today for Major League Baseball (MLB), when hopes for a championship season hit a peak before reality sets in for most of our teams. Excitement runs higher than usual this year because trial runs at lower levels emboldened Major League Baseball (MLB) into implementing drastic rule changes aimed at speeding up the game. The biggest impacts will come from a new pitch clock, a ban on the infield shift and limits on pickoff throws.

Results from MLB’s spring training—wrapping up this weekend—look very promising: The average time per game dropped to about 2.5 hours—down 26 minutes from last year. That will keep me, a Minnesota Twins season-ticket holder, in the game—no more bailing out in the later innings and listening to the finish on the radio during my half-hour drive home from Target Field.

Another likely effect of the MLB rule changes will be more attempts to steal bases, increased this spring by almost 50% from 2.1 to 3.1 per 100 plate appearances with a success rate of 77.2 percent—up from year’s 71.3.* Let’s go!

These new rules for 2023 augment one adopted in 2020 to limit overtime games—the placement of a “ghost runner” at second base beginning in the 10th inning. The October issues of Significance magazine** reports remarkable agreement of actual results versus predictions generated by a natural experiment on this rule—a reduction of about 15 minutes per game. Even better!

“This is the game we all want to see — get the ball, pitch the ball, keep the defense on their toes.”

Actor Bryan Cranston speaking on behalf of MLB

PS It’s hard to argue with the efficacy of natural experiments based on this MLB example and the methodology being awarded the 2021 Nobel Prize in Economic Sciences.*** However, if at all possible from an ethical, practical and political perspective, a planned experiment laid out in randomized fashion remains the ‘gold standard’ for predictive modeling. Why not take over a baseball league or a specific team, preferably the lowest level possible, and run a designed experiment? I did so successfully for my softball squad. See how and the results in this 2007 StatsMadeEasy blog.

*Statistics on game time and stolen bases from Tyler Kepner, The New York Times, 2023 MLB Season Preview, 3/27/23.

**“Baseball’s natural experiment,” Lee Kennedy-Shaffer.

***Natural experiments help answer important questions

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Going all out to save the birds

Last summer a cute little bird smacked into our patio door. It stood stunned long enough for me to get this closeup.

I see lots of cardinals (my favorite!), finches, sparrows and other backyard birds all year round. Others—robins and the like—come only when the weather warms up. However, I don’t recall ever seeing one in pretty pastels of brown and yellow. This beautifully colored creature does not pop out for me as one of the 23 most common birds in Minnesota. What could it be? Google Lens provides a clue by identifying it as a warbler. Along this line, based on what’s pictured on internet (even narrowed to warblers, many appearing similar), I’m going with this being a female (juvenile?) common yellowthroat. Do you agree?

Happily, this cute little yellow-throated bird flew off soon after its stunning encounter with our house and never came back to knock on our door. However, from time to time a bright-red male cardinal takes issue with its rival staring back from our bay windows. I’ve tried to ward these aggressors off by taping CDs shiny-side-out to the middle of the glass. However, that never works. Now, thanks to a heads-up from New York Times,* I know why: This new study by College of William & Mary biologists shows that window films increase avoidance of collisions by birds but only when applied externally.

“Bird collisions with windows kill more than a billion birds per year.”

Professor John Swaddle, lead scientist of first experimental study to compare the effectiveness of window films when applied to internal versus external surfaces of double-glazed windows

The researchers randomly divided 72 zebra finches into 4 groups via a two-factor, two-level factorial that varied type of film—BirdShades (not commercially available yet) vs Haverkamp—and location on the glass surface—interior vs exterior. No worries—their ingenious flight-testing facility featured a net that prevented window-bound birds from head-on collision.

By the way, in this interview by W&M News (check out the picture of his student showing the “proper technique for holding a zebra finch”), Swaddle says that “silhouettes of animals or birds don’t tend to work in part because they’re generally too spaced out.” So, when our windows again come under attack by angry birds, I will use many CDs (putting a plentiful pile of unused and obsolete media to good use)—not just one—and duct tape them to the outside—not the inside. I just hope that the neighbors don’t complain about the blast of solar radiation going back their way.

*“Those Window Stickers to Prevent Bird Strikes? There’s a Catch.”, Catrin Einhorn, Feb. 2, 2023 (Updated Feb. 7)

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Smoot points about measurements

Does it really matter that the calendar turned over from December 2022 to January 2023? From where I sit nothing much changed from one day—12/31/22—to the next—1/1/23. It’s just as cold here in Minnesota—below freezing (32 F or 0 C: Take your pick). Must we pay any attention to an irrelevant measure of time passing by? Of course, the answer is “yes” for everyone to party on a timely basis for the New Year, birthdays, and anniversaries. However, I feel badly for my niece’s daughter born on Leap Day 2020—no 1st birthday until 2024. That’s a measurement failure. Anyways, Happy New Year!

Also, why do we continue to favor English versus metric units here in the USA? That is a huge waste! Let’s begin the conversion by expanding the football fields to 100 meters. The players won’t even notice the 10 percent increase in required effort. My feeling is that this will be the breakthrough to the far more sensible and scientific metric system—a movement that seemed certain to succeed when Congress passed the Metric Conversion Act in 1975. Unfortunately, this became a political football when folks here in the Midwest resisted being told to post their distances in kilometers rather than miles.

The silliness of the archaic English anthropometric measures, such as height in feet and quantities of spices in pinches, came to a head in 1958 when frat brothers from MIT flipped a pledge named Oliver Smoot over-and-over the length of the Mass. Ave. bridge for a total of 364.4 Smoots (plus “one ear”*). In 2016, the MIT Alumni magazine published this April Fool’s joke that the Institute planned to recalibrate the Smoot to its namesakes current height (presumably a bit shrunken by the decades). What I find most interesting is that Smoot later served as chairman of the American National Standards Institute and president of the International Organization for Standardization. He went all out, literally, for the sake of measurements!

By way, it snowed 4 and 3/16ths of an inch yesterday according to my double Helix measuring ‘stick’. For my own purposes, I always use the metric side of this ruler—much preferring its decimal system (m/cm/mm, etc.) over the cumbersome fractions of inches. But to keep things simple, I pay the teenager next door by the inch.

PS It snowed another 6 inches overnight, bringing the total to 25 cm or so (deliberately mixing measurement scales to make my point). In any case, I need a taller ruler!

*Per Smoot in this 1995 interview. I first heard of him from the November 21st Wall Street Journal review of “Beyond Measure: The Hidden History of Measurement from Cubits to Quantum Constants.” For details and reader ratings (assuming you like accurate measurements!) of this new book, I recommend you go to this Goodreads site.

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Age vs happiness—some ups and downs

The “mid-life crisis” provides endless amusement from over-the-hill fellows trying to hold on to their youth via frivolous purchases (e.g., a sportscar) and foolish escapades (e.g., young women). A few years ago, economist David Blanchflower pinpointed 47.2 as the age when unhappiness reaches this minimum.* However, my re-analysis of his data indicate a very plausible complication to this picture: A late 20s dip creating a double “U” in the happiness curve.

Life satisfaction versus age

After importing Blanchflower’s life-satisfaction data** into Stat-Ease software, I applied a 6th order polynomial model—not just the 2nd order quadratic typically used for simplification. This more sophisticated analysis reveals an initial dip at 24.1 years before the ‘mid-life crisis’ coming at 50.9 years of age.

Of course, all of us differ individually in our happiness throughout our lives, but it is interesting to see how we compare to the average person in this regard. Although I would not mind a rejuvenation to my mid-20s physical fitness, it really is great to be well past the unhappiness of those youthful days and the subsequent stress that comes at mid-life. Old guys really do rule for happiness by my reckoning.

Cheers!

*Research Shows People Become Increasingly Unhappy Until Age 47.2, Inc., 1/30/20.

**Figure 2: “US Gallup Daily Tracker Cantril’s 11-step life satisfaction ladder, 2008-2018, no control curve”, Is happiness U-shaped everywhere? Age and subjective well-being in 145 countries, David G. Blanchflower, Journal of Population Economics, v34, pp 575–624, 9/9/20.

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Embrace coincidences to shore up your well-being

Being a believer in the power of positivity, I am always on the lookout for the bright side of life. For example, while out for a very chilly walk this morning, I was delighted to see a dozen or so bluebirds perched along a fence next to the sidewalk. I embraced this happy coincidence!

Professor David Hand, former Chair in Statistics at Imperial College, London, made a case that these little miracles occur daily.* You just need to be pay attention. I got some great reinforcement for collecting coincidences from a report last week by Wall Street Journal columnist Elizabeth Anne Bernstein.** She provided a great example of a fortuitous series of events that led to a wonderful meeting with a friend of her father, who passed away earlier this year.

“Surprising concurrent events can help us reach decisions, soothe us in grief and tighten our connections to others.

Elizabeth Anne Bernstein

Although some people believe in divine causes for coincidences such as Elizabeth’s,*** I think they occur at random and get selectively noticed due to personal biases. In any case, I am happy for anyone who gains comfort from them.

PS For an excellent breakdown of coincidence by serendipity (“happy accidents”) versus synchronicity (an acausal “falling together in time” see this 2021 Psychology Today explanation by Bernard D. Beitman, M.D. of Meaningful Coincidences.

PPS On a related, more humorous note, check out this ‘heads-up’ on the Baader-Meinhof Phenomenon. Eery!

*See my 2014 blog explaining why Laws of nature lead to rare events that really ought not surprise anyone

**The Hidden Power of Coincidences

***For example, many believed in a heavenly arrangement for the simultaneous deaths of Thomas Jefferson and John Adams on July 4, 1826—exactly 50 years after each had signed the Declaration of Independence.

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Eschew surplusage

This is Mark Twain’s humorous advice for jargon-prone writers who fail to “employ a simple and straightforward style.”* In case you’re wondering, “surplusage” means “unnecessary or irrelevant language.” This obscure term is mainly used by the legal profession. Isn’t that ironic?

Here are some promising developments for citizens in English-speaking countries who suffer from surplusage at the hands of their lawyer-riddled governments:

  • The Plain Language bill now coming to a final vote by the New Zealand Parliament may make simple-English training mandatory for their public servants.**
  • Twelve years ago this month, the USA enacted the Plain Writing Act of 2010 establishing that Government documents issued to the public must be written clearly.
  • A recent Labradorian-commissioned comparative study of “ordinary” versus “plain” English showed significant improvements in reading speed, understanding, retention and appreciation.**
  • The 2022 Ig Nobel Prize for Literature was awarded to the authors (Martinez, et al) of Poor writing, not specialized concepts, drives processing difficulty in legal language (not at all ignoble—lawyers should be held accountable for incomprehensible contracts).

“Contracts contain “startlingly” high proportions of difficult-to-process (“complex psycholinguistic) features including low frequency jargon, centre-embedded clauses, passive voice structures, and non-standard capitalisation.”

Eric Martinez and Edward Gibson at the Massachusetts Institute of Technology (MIT) and Francis Mollica at the University of Edinburgh

Poor writing is not confined to government or legal communications. Those of us who work in the scientific arena must work mightily to decipher reports intended to provide “accessibly erudite progressive rigor” (the first phrase that came up for me at this Academic B.S. Generator). I found some hope from these studies:

  • A randomized, controlled study on thousands of subjects “indicating the detrimental effects of providing too many details on statistical concepts.”***
  • A call**** by statistician Karen Grace-Martin to work on reducing four major sources of confusion for terminology rising to a level of “absurdity”:
    • “Single terms with multiple meanings,” e.g., alpha and beta used for linear-model coefficients as well as to symbolize risk versus power.
    • “Terms with colloquial meanings in English and technical definitions in statistics,” e.g., “error” (supposedly early statisticians got so much criticism from managers about too many errors that they started calling these “residuals).
    • “Similar terms with nuanced meanings,” e.g., General Linear Model and Generalized Linear Model (being an engineer-only, I have trouble with this distinction).
    • “Multiple terms with one basic meaning,” e.g., a long list of synonyms for “mixed models”.

Down with bureaucratic language, legalese and technical jargon!

*See rules #14 #18 (speaking plainly) in Fenimore Cooper’s Literary Offenses

**The Effectiveness of Plain Language Proven by Data, 2020

***Kerwer, et al, How to Put It Plainly? , 2021.

****Why Statistics Terminology is Especially Confusing

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Spacecraft DART scores a direct hit on asteroid Dimorphos




It was amazing to see today the videos from NASA showing a direct hit by their spacecraft DART (an acronym for “Double Asteroid Redirection Test”) on the asteroid Dimorphos.

Here are some amazing statistics on this astounding feat of physics:

  • DART traveled 56,000 miles to accomplish its $330 million suicidal mission against the 560-foot diameter Dimorphos.
  • DART came in at 1,260 pounds to impact the 11-billion-pound Dimorphos, similar in scale to a house-fly smashing into an NFL running back. This seems harmless if not for the fact that the fly is going 15,000 miles per hour!
  • NASA’s boffins predict that the impact will shift the orbit of Dimorphos around its bigger sibling Didymos by 1%–reducing it by 7 minutes from the current rate of about 12 hours per revolution.

The big question is: Could we really deflect an asteroid heading for Earth? Given the success of DART, I am now a lot more optimistic that, by the time a planet-threatening object comes our way, a defense system will be in place.

“We do not currently know of any object of “moderate” size which has a chance of impact in the next 100 years. …Please keep in mind that anything smaller than about 30 meters in size will have an airburst and is unlikely to reach ground (excluding metallic NEAs). Our atmosphere is very efficient at protecting us from small impacts.”

–  Asteroid scientist Marina Brozovic

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New insights this summer on human limits to heat

These late August days in Minnesota bring back poignant memories of the treasured time after the dog days of summer with the start of school looming. The cool breezes of late summer provided welcome relief for the sleepless nights spent sweltering on the top level of my bunk on the second floor of our two-story house in our un-air-conditioned bedroom.

Now comes the bad news from the National Oceanic and Atmospheric Administration (NOAA) that the average overnight temperature in the USA this July was the hottest on record.* But the good news is that the great majority of households nowadays (as of 2020) feature A/C. For the cool stats, see this 8/15/22 post by the Energy Institute on How Many U.S. Households Don’t Have Air Conditioning.

I never paid much attention to heat and humidity until my undergraduate studies in chemical engineering at the University of Minnesota. Then I came to appreciate the impact of ambient conditions. Our lab instructor taught us how to measure moisture in the air via a sling psychrometer such as the one demonstrated very delightfully “down under” here. The resulting reading is called the wet bulb temperature.

If you must venture out into the mid-day sun, be careful not to go beyond what your body can balance for the heat. As reported here on July 6, researchers at Penn State University (PSU) discovered that “heat + humidity gets dangerous faster than many people realize.” Their findings came from experiments on 25 young adults who each swallowed a small telemetry pill, which monitored their core temperature. Previous studies** suggested that most people can tolerate a wet-bulb temperature of up to 95 degrees F. But the new data from PSU lowers this limit to 88 degrees.

“When the body overheats, the heart has to work harder to pump blood flow to the skin to dissipate the heat, and when you’re also sweating, that decreases body fluids. In the direst case, prolonged exposure can result in heat stroke, a life-threatening problem that requires immediate and rapid cooling and medical treatment.”

– W. Larry Kenney, Professor of Physiology, Kinesiology and Human Performance, Penn State, and his PSU H.E.A.T Project team

The tolerance to heat and humidity is certainly even less for people over 65, who, according to the PSU researchers comprise 80-90 percent of heat-wave casualties. They will now shift their experimental focus to this older generation.

Be careful out there!

* “The U.S. in July set a new record for overnight warmth”, The Associated Press, August 13, 2022.

** Sherwood & Huber, “An adaptability limit to climate change due to heat stress”, Proceedings of the National Academy of Sciences (PNAS), 5/3/10, 107 (21) 9552-9555.

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A very scents-able invention for detecting odors

I was impressed to see this recent New York Times ‘heads-up’ featuring a fellow chemical engineer from University of Minnesota, Chuck McGinley, who operates a lab just a few miles down the road from my home in Stillwater, MN. They got a great shot of Chuck using his Nasal Ranger to sniff around in South St. Paul, last summer. That area of the Twin Cities has emitted unpleasant odors throughout my lifetime—it being founded as a regional stockyard and still the home of a stinky rendering plant.*

“Some of the most recognizable and potent odors, like hydrogen sulfide (think rotten egg) can be sensed at even the tiniest concentrations, like 1 part per billion. ‘If you were to map out the distance from New York to Los Angeles, 1 part per billion would account for only a few inches along that route’.”

– New York Times quoting Professor Jacek Koziel, Iowa State

It turns out that there’s a surprising amount of science behind detecting and characterizing odors as detailed in this blog by St. Croix Sensory, where Chuck works as Technical Director. Unfortunately, the main focus of these experts on smelling must, by necessity, be on detection of ‘off-odors’, such as that emanating from kitty litter (yuk!). If I had a Nasal Ranger, it would be aimed at a rose garden or at a barbecue grill, that is, “on” odors.

PS: Sadly, the current coronaviruses not only cause the loss of smell but also a perverse reversal of olfactory senses called “parosmia.” This can make savory foods smell like rotting sewage as noted in a 1/18/22 report by CNBC on how Covid can turn kids into ‘fussy eaters’ if it changes their sense of smell.

*As reported in 11/22/21, Des Moines Register, ‘You can’t escape it’: Stench spoils downtown experience for some in Des Moines , the residents of South St. Paul won a settlement in 2020 for $750,000 for putting up with the off-putting odors.

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Turtle-egg predators subjected to Carolina Reaper

Wednesday’s Venice Gondolier featured a report on an experiment by a volunteer beach patrol to deter predation of endangered sea-turtle eggs by coyotes and armadillos.  With the blessing of Florida’s Fish & Wildlife Conservation Commission (FWC), they sprinkled varying amounts of Carolina Reaper pepper (one of the hottest known to humanity) atop four beach-nests over a range of time (with a nearby one being the control–no deterrent):

  1. 2 tablespoons (tbsp) every 5 days
  2. 4 tbsp every 5 days
  3. 2 tbsp every 10 days
  4. 4 tbsp every 10 days

This forms a full, two-level factorial.  That is good thinking.  However, they would have done well to replicate it to provide some statistical power for not only the main effects of amount and time-spacing, but also the possible interaction of these factors (maybe a particular combination works best).  In any case, these innovative volunteers discovered that the hot pepper kept the coyotes away, but, unfortunately not the armadillos, who quickly learned how to dig under the deterrent and get at the eggs.  On the brighter side, the pepper put off an inundation of fire ants—to the great relief of the experimenters going in to inspect the nests.

The FWC is now reviewing these findings to consider modifying the advice they laid out in this 2010 Sea Turtle Nest Predator Control Plan, which focuses only on raccoons and ghost crabs.  The Floridian authorities do not go gentle into the night: They trap and/or shoot to kill the cravenly critters.

PS: I’ve never seen a sea turtle, but landlocked terrapins abound in the Venice area, where my wife and I winter.  Earlier this month I overheard some tourists discussing what to do with a Gopher tortoise (like the one pictured below) under a beach-way boardwalk—put it directly back in the ocean or just leave by the edge.  Luckily for the tortoise they finally decided to let it be, ha ha.

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