So here's some music for a belated New Year's Day.
Comments, observations and thoughts from two bloggers on applied statistics, higher education and epidemiology. Joseph is an associate professor. Mark is a professional statistician and former math teacher.
So here's some music for a belated New Year's Day.
This is Joseph
Israel is currently the world leader in giving vaccines for covid-19 with > 2 million first doses and only 400,000 second doses. They are also in the midst of a surge of cases, among those with a single shot. Now some of this can be attributed to people taking risks before the vaccine has time to kick in and build antibodies. But it shows the challenges of estimating the actual outcome of policies like "First Doses First" without trial evidence.
Now this approach may yet be vindicated -- it is too early in the Israeli experiment to draw firm conclusions and the popular press account lacks a great deal of information other than that the country is setting case records. We may find out that things end up better than it currently looks once the analysis allows tighter sequencing between vaccine timeline and incident infections.
But I think that this just emphasizes how important it is to get a wide rollout of the full vaccine protocol in the most expedient manner possible.
One of the great strengths of Marketplace's Kai Ryssdal is his insistence on making sure listeners never have a chance to forget fundamental context. He opens or closes segments with reminders that the the markets are not the economy and that China doesn't pay the tariffs, we do.
Marketplace has also consistently pointed out that the economy can't recover in the middle of a deadly pandemic. The corollary being that the best way to help the economy is to speed up distribution of the mRNA vaccines and, perhaps more importantly, fast track the approval for AstraZeneca.
But it could be hard to sustain that optimism in the short term, said economist Robert Frick at Navy Federal Credit Union.
“If retail spending doesn’t climb back, if companies aren’t really investing because so many people have COVID, we can’t ignore how tough the next few months are going to be,” Frick said.
He predicts that six months from now, by midsummer, enough people will have been vaccinated that spending will pick up again. More people will be making restaurant reservations, going out to shop and buying airline tickets.
But, “a lot of people are assuming it’s going to be like a light switch,” Frick said. “Given the troubles with vaccine rollout and the number of people who don’t want to get vaccinated, there’s a light at the end of the tunnel, which is herd immunity. That’s going to take probably not until some time next year.”
Harvard economist Jason Furman said the economy is gonna have a lot of fuel to burn.
“People will have money. They actually had higher incomes after taxes and transfers in 2020 than normal, [and] they had lower spending,” Furman said. “So there will be about $2 trillion of dry powder — of excess saving — to spend.”Furman said there will be two big problems, though: A lot of long-term unemployed people will be out of savings altogether, and a lot of businesses will have closed their doors for good.
Your Majesty, Your Royal Highness, Mr. President, Excellencies, Ladies and Gentlemen:
I accept the Nobel Prize for Peace at a moment when 22 million Negroes of the United States of America are engaged in a creative battle to end the long night of racial injustice. I accept this award on behalf of a civil rights movement which is moving with determination and a majestic scorn for risk and danger to establish a reign of freedom and a rule of justice. I am mindful that only yesterday in Birmingham, Alabama, our children, crying out for brotherhood, were answered with fire hoses, snarling dogs and even death. I am mindful that only yesterday in Philadelphia, Mississippi, young people seeking to secure the right to vote were brutalized and murdered. And only yesterday more than 40 houses of worship in the State of Mississippi alone were bombed or burned because they offered a sanctuary to those who would not accept segregation. I am mindful that debilitating and grinding poverty afflicts my people and chains them to the lowest rung of the economic ladder.
Therefore, I must ask why this prize is awarded to a movement which is beleaguered and committed to unrelenting struggle; to a movement which has not won the very peace and brotherhood which is the essence of the Nobel Prize.
After contemplation, I conclude that this award which I receive on behalf of that movement is a profound recognition that nonviolence is the answer to the crucial political and moral question of our time – the need for man to overcome oppression and violence without resorting to violence and oppression. Civilization and violence are antithetical concepts. Negroes of the United States, following the people of India, have demonstrated that nonviolence is not sterile passivity, but a powerful moral force which makes for social transformation. Sooner or later all the people of the world will have to discover a way to live together in peace, and thereby transform this pending cosmic elegy into a creative psalm of brotherhood. If this is to be achieved, man must evolve for all human conflict a method which rejects revenge, aggression and retaliation. The foundation of such a method is love.
The tortuous road which has led from Montgomery, Alabama to Oslo bears witness to this truth. This is a road over which millions of Negroes are travelling to find a new sense of dignity. This same road has opened for all Americans a new era of progress and hope. It has led to a new Civil Rights Bill, and it will, I am convinced, be widened and lengthened into a super highway of justice as Negro and white men in increasing numbers create alliances to overcome their common problems.
I accept this award today with an abiding faith in America and an audacious faith in the future of mankind. I refuse to accept despair as the final response to the ambiguities of history. I refuse to accept the idea that the “isness” of man’s present nature makes him morally incapable of reaching up for the eternal “oughtness” that forever confronts him. I refuse to accept the idea that man is mere flotsom and jetsom in the river of life, unable to influence the unfolding events which surround him. I refuse to accept the view that mankind is so tragically bound to the starless midnight of racism and war that the bright daybreak of peace and brotherhood can never become a reality.
I refuse to accept the cynical notion that nation after nation must spiral down a militaristic stairway into the hell of thermonuclear destruction. I believe that unarmed truth and unconditional love will have the final word in reality. This is why right temporarily defeated is stronger than evil triumphant. I believe that even amid today’s mortar bursts and whining bullets, there is still hope for a brighter tomorrow. I believe that wounded justice, lying prostrate on the blood-flowing streets of our nations, can be lifted from this dust of shame to reign supreme among the children of men. I have the audacity to believe that peoples everywhere can have three meals a day for their bodies, education and culture for their minds, and dignity, equality and freedom for their spirits. I believe that what self-centered men have torn down men other-centered can build up. I still believe that one day mankind will bow before the altars of God and be crowned triumphant over war and bloodshed, and nonviolent redemptive good will proclaim the rule of the land. “And the lion and the lamb shall lie down together and every man shall sit under his own vine and fig tree and none shall be afraid.” I still believe that We Shall overcome!
This faith can give us courage to face the uncertainties of the future. It will give our tired feet new strength as we continue our forward stride toward the city of freedom. When our days become dreary with low-hovering clouds and our nights become darker than a thousand midnights, we will know that we are living in the creative turmoil of a genuine civilization struggling to be born.
Today I come to Oslo as a trustee, inspired and with renewed dedication to humanity. I accept this prize on behalf of all men who love peace and brotherhood. I say I come as a trustee, for in the depths of my heart I am aware that this prize is much more than an honor to me personally.
Every time I take a flight, I am always mindful of the many people who make a successful journey possible – the known pilots and the unknown ground crew.
So you honor the dedicated pilots of our struggle who have sat at the controls as the freedom movement soared into orbit. You honor, once again, Chief Lutuli of South Africa, whose struggles with and for his people, are still met with the most brutal expression of man’s inhumanity to man. You honor the ground crew without whose labor and sacrifices the jet flights to freedom could never have left the earth. Most of these people will never make the headline and their names will not appear in Who’s Who. Yet when years have rolled past and when the blazing light of truth is focused on this marvellous age in which we live – men and women will know and children will be taught that we have a finer land, a better people, a more noble civilization – because these humble children of God were willing to suffer for righteousness’ sake.
I think Alfred Nobel would know what I mean when I say that I accept this award in the spirit of a curator of some precious heirloom which he holds in trust for its true owners – all those to whom beauty is truth and truth beauty – and in whose eyes the beauty of genuine brotherhood and peace is more precious than diamonds or silver or gold.
This is Joseph.
We get a bit testy with MR from time to time (see here) but this is completely on the mark:
A vaccine isn’t like a limited supply of water that needs to be rationed until you arrive at the next oasis. The sooner you get the vaccine out the better! Start lowering R now! If you run out of vaccine, well scarcity is bad but running out means that at least one part of your system is working well!
Now there might be other reasons why this plan is being adopted. Public health and vaccine logistics are hard -- very hard-working people are taking on once in a generation level challenges to sort out a complex cold chain and logistics problem. Hard to second guess the people in the trenches.
But the explanation should be clarified. Like is it spacing out second doses or because of clinic capacity? Or, if spacing the shots out is the sole reason, I see easy opportunities to improve vaccine delivery.
Ken Levine (MASH, Cheers, Simpsons, you name it) has a non-covid explanation for Warners decision to simultaneously streaming all of its theatrical on the under-performing HBO-Max. It all comes down to the great foundational principle of Hollywood accounting, self-dealing.
Let’s go back to the ‘80s and that now quaint form of entertainment -- television. If you had a hit sitcom the studio would sell it into syndication to the highest bidders. If you happened to be a writer or actor or director who had a piece of the show you got insanely rich. The studios would get richer, but that’s fair. They also laid out all the money above the license fee to produce the show. And lots of shows fail and the studios lose money. But still, in success, everybody scored big.
Then the studios started launching cable networks. And of course they needed product. Let’s take MASH — an absolute cash cow in syndication. Owned by 20th Century Fox. The studio debuted FX. The studio decided to run multiple episodes of MASH. Its value in syndication dropped because no longer were local markets the exclusive provider of the show. 20th made less money on MASH. But they made more money on FX. They sold and kept all the advertising. Anyone who was a profit participant in MASH got screwed. As a result, Alan Alda sued 20th and won a hefty settlement.
The point is 20th was more concerned with their cable channel than one of their shows. This type of thing happens when giant conglomerates take over studios.
Lots of commentators and journalists are going to start recalling just how bravely they stood up to hateful rhetoric and right-wing disinformation. It's useful to remember how much flack people like Gabriel Sherman had to take for using a five letter word for a spade.
Janet Maslin didn’t much care for Gabriel Sherman’s critical biography of Roger Ailes. In her review of “The Loudest Voice in the Room” for the New York Times on Sunday, Maslin was sympathetic to Ailes and argued that Sherman’s tome was hollow. But what Maslin didn’t note is her decades-long friendship with an Ailes employee.
Gawker’s J.K. Trotter reported Wednesday on Maslin’s close bond with Peter Boyer, the former Newsweek reporter who joined Fox News as an editor in 2012. In a statement provided to Gawker, a Times spokeswoman dismissed the idea that the relationship posed a conflict of interest.
“Janet Maslin has been friends with Peter Boyer since the 1980’s when they worked together at The Times,” the spokeswoman said. “Her review of Gabe Sherman’s book was written independent of that fact.”
One of the points we've been making for years is that is that the central driver in the relationship between Trump and the GOP is his ability and apparent willingness if pushed to take the base (which now consists largely of a cult of personality) and go home. Particularly for a small-tent party built on squeezing wins out of tight margins, the loss of a previously loyal base would be devastating, even fatal and the fear of such a disaster cowed good soldiers like Graham into complete and humiliating submission.
While there was a certain craven logic to appeasement, "we need to hold the base" arguments may now have a subtle flaw.
From an op-ed by Michigan Rep. Peter Meijer (an Iraq veteran) [emphasis added]
Before the assault, Trump had addressed the crowd and urged his loyalists to march on the Capitol, “to try and give our Republicans, the weak ones … give them the pride and boldness they need to take back our country.”
They took something alright. Hours later, after the Capitol was cleared of insurrectionists, with windows shattered and the smell of tear gas lingering, the consequences of his dangerous lies became clear. As we moved to accept Arizona’s electors, a fellow freshman lingered near a voting terminal, voting card in hand.
My colleague told me that efforts to overturn the election were wrong, and that voting to certify was a constitutional duty. But my colleague feared for family members, and the danger the vote would put them in. Profoundly shaken, my colleague voted to overturn.
An angry mob succeeded in threatening at least one member of Congress from performing what that member understood was a constitutional responsibility....
Those of us who refused to cower, who have told the truth, have suffered the consequences. Republican colleagues who have spoken out have been accosted on the street, received death threats, and even assigned armed security.
I have been called a traitor more times than I can count. I regret not bringing my gun to D.C.
Interestingly, much of the fury seems focused on those who had been the most obsequious to Trump.
From Talking Points Memo:
She amplified many adoring tweets about Wood, including one theorizing that Wood was using his Twitter account to leak coded intelligence via tweets about Vice President Mike Pence deserving to be executed. Many of her recent retweets concern Pence being a traitor, including one that suggests Jeffrey Epstein was murdered because he had dirt on the Vice President. That theme follows Trump’s own behavior, as he has become increasingly infuriated with the Vice President for not exercising his power — power Pence does not actually have — to name him President for another term.
...
Many of her tweets actually express discontent with the Republican Party. In response to a tweet about Senate Majority Leader Mitch McConnell (R-KY) blocking the $2,000 stimulus checks, she asserted that “D or R..y’all all have your dirty ass fingers in the same cookie jar,” ending her message with shorthand for the QAnon mantra “where we go one, we go all.”
Lindsey Graham just made the mistake walking by me and a mass of angry patriots at the airport in DC.
— Mindy Robinson 🇺🇸 (@iheartmindy) January 8, 2021
All America wants is for you to AUDIT OUR VOTE and purge this election of this massive corruption...and you won’t do it. We’re not letting this “slide” so expect more of this. pic.twitter.com/pbemr2Gcr9
Some more video of Lindsey Graham being called a “traitor” by Trump supporters at the Reagan airport while surrounded by security.
— Alex Thompson (@AlexThomp) January 8, 2021
pic.twitter.com/2vZjYSWyk5
At least if you buy the money is power theory.
New York (CNN Business) Elon Musk edged past Amazon founder Jeff Bezos to grab the title of world's richest person, according to Bloomberg.
A 6% rise in Tesla (TSLA) shares early Thursday lifted the value of its CEO's stock holdings and options by $10 billion, taking his net worth to about $191 billion. A more modest rise of less than 2% lifted Bezos' Amazon (AMZN) shares by about $3 billion, putting his net worth at $187 billion.Bloomberg's real-time billionaire tracker still has Bezos about $3 billion ahead of Musk. But the tracker doesn't update until the end of the trading day. Bloomberg posted an article confirming Musk's title.Bill Gates is now a distant third at $132 billion, according to Bloomberg.
In case the printing is too small on the P/E ratio...
Extraordinary story out of Northern California.
For me, the most depressing aspect of the pandemic, particularly over the past few weeks, has been the lack of urgency and focus. It is bad enough in normal times living in a solution-phobic society where navel gazing and hot takes now pass for public discourse, but in a time of crisis, it's the stuff of madness.
While thousands are dying each day and a frightening new variant is emerging, we have at least five vaccines ranging from pretty good to exceptional (two from the US, one from Great Britain, one from Russia and one from China). We should be moving as fast as possible, up to a occasionally beyond the bounds of safety to get shots in as many arms as possible and probably go ahead and pull the trigger on AstraZeneca as well.
Ukiah is a poor rural town of about 16,000. They have few resources and lots of challenges, but they responded to a crisis like it was a crisis which these days is sadly the exception rather than the rule.
Anita Chabria writing for the LA Times.
At 11:35 on Monday morning, senior staff at Adventist Health Ukiah Valley Medical Center in Mendocino County were holding their first 2021 executive meeting when the hospital pharmacist interrupted: The compressor on a freezer storing 830 doses of the Moderna COVID-19 vaccine had stopped working hours earlier, and the alarm meant to guard against such failure had failed.
The doses were quickly thawing.
“It was not how my day was planned,” said Adventist spokeswoman Cici Winiger, who was in the executive meeting. “At that point it was all hands on deck, drop everything.”
The Moderna vaccine is shipped and stored at frozen temperatures, and stays stable up to 8 degrees Celsius in a regular refrigerator for up to 30 days. But once it reaches room temperature, as it did in the Adventist freezer, it must be used within 12 hours. By the time the freezer problem was discovered, the vials had been creeping toward warm for some time.
Medical staff estimated they had two hours to use them before they would no longer be viable.
With the minutes ticking down, the medical team made the decision that the goal would be to inject every dose, regardless of state guidelines. The medical team believed that “the more people we vaccinate just brings us closer to herd immunity,” Winiger said.
Winiger got on the phone, trying to give the shots first to those on the priority lists. One local elder care facility took 40 doses for staff, and the hospital’s chief medical officer drove them to the facility himself.
About 200 doses belong to the county and were being stored by the hospital. Winiger said those doses were returned to the county. The county in turn gave 100 doses to the city of Ukiah, county Chief Executive Carmel J. Angelo said.
...
An additional 100 doses hit the fire department about 12:15 p.m., Fire Chief Doug Hutchison said. At first, garbled information he received through phone calls left him fearing all 800 doses were coming his way, leaving him thinking, “There is no way,” he said. His full-time staff of 16 had already been promised to help with other clinics.
Hutchison headed to a city conference center, and his remaining crew “began giving shots as fast as we could sit people down and roll up their sleeve,” he said. Their syringes went into the arms of police, essential city staff and firefighters — including Hutchison, who had declined earlier offerings of the vaccine to make sure his staff got it first.
“I was trying to make sure all my people got shots before I did,” he said.
...In Mendocino County, Bednar, the sheriff’s lieutenant, was one of those who received the initial dose Monday, though he isn’t yet sure how he feels about it.
“It’s one of those things where I was a little hesitant at first because it’s a new vaccine,” he said. “But I have family that is older, and it’s better that I get it than possibly risk their safety.”
Even as the shots were being delivered to the jail, a big-rig accident on one of the main highways cut the hospital off from its sister facility about 20 minutes away, Winiger said, making it impossible to reach. Ukiah, a town of about 20,000 surrounded by state and national forest, has a population spread through its rural and often difficult-to-navigate territory, creating a daunting challenge to quickly deliver the doses to remote areas.
The Adventist staff turned instead to the local community, with about 600 shots remaining.
First, they sent a text asking every available medical professional to turn out at one of four sites to give the vaccines and monitor those who took them.
“We had nurses, pharmacists, physicians, even those that are not part of the hospital, coming to help,” said Judson Howe, president for Adventist Health in Mendocino County. “It was all hands on deck and a true community effort.”
Then hospital staff blasted out a text to employees letting people know that anyone who showed up could have the shot. “We just wanted to make sure none of this goes to waste,” Winiger said.
By noon, within 15 minutes after learning of the freezer failure, shots were being administered at all four sites. Lines began to form as word spread and some staff was siphoned off for crowd control. At the site Winiger ran, about 30 people were turned away after the doses ran out. At the main site near the hospital, she estimates about 120 people left without the shot.
But by the two-hour deadline, every dose had found a patient, Winiger said.
Senate Minority Leader Charles Schumer (D-N.Y.) predicted on Tuesday that Republicans will split with President Trump within months unless the administration changes course.0
"My prediction is he keeps up on this path...within three, four months you're going to see a whole lot of Republicans breaking with him," Schumer said during an interview with ABC's "The View."
Schumer argued while most GOP lawmakers aren't yet willing to break publicly from the White House, they are privately having "real problems" with Trump's policies in his first month.
"A lot of the Republicans, they're mainstream people. ... They will feel they have no choice but to break with him," he said.
GOP leadership are largely dismissing any early signs of discord between Congress and the White House as they slowly try to make progress on an ambitious agenda.
So while it is hard to deny that Trump is amazingly unpopular for a new president, unless his approval ratings trend farther down the way even those of popular presidents typically do, his party may not suffer the kind of humiliation Democrats experienced in 2010. For all the shock Trump has consistently inspired with his behavior as president, there’s not much objective reason for Republican politicians to panic and begin abandoning him based on his current public standing. But in this as in so many other respects, we are talking about an unprecedented chief executive, so the collapse some in the media and the Democratic Party perceive as already underway could yet arrive.
It's not normal for a political party to rent frontrunner status to cranks and charlatans for weeks at a time. Disastrous candidates are supposed to be blocked by validating institutions. Policy experts explain that their proposals do not add up. The media covers embarrassing incidents from their past and present. Party leaders warn that they will be embarrassing or incompetent or unelectable.
The problem is that Republicans have purposefully torn down the validating institutions. They have convinced voters that the media cannot be trusted; they have gotten them used to ignoring inconvenient facts about policy; and they have abolished standards of discourse by allowing all complaints about offensiveness to be lumped into a box called "political correctness" and ignored.
Republicans waged war on these institutions for a reason. Facts about policy can be inconvenient — a reality-based approach would find, for example, that tax cuts increase the deficit and carbon emissions cause climate change. Acknowledging the validity of complaints about racism could require some awkward conversations with racist and quasi-racist voters in the Republican coalition.
Of course, we're now seeing the unintended consequence of the destruction of those institutions and the boundaries they impose around candidate acceptability: In doing so, Republicans created a hole that Donald Trump could fly his 757 through.
If you look around over the last week there are a number of highly sophisticated Republican voices arguing that Donald Trump is the sort of demagogue and potential strongman our political system was designed to prevent from gaining power in our country. ,,, they would be far more credible if so many Republicans - not necessarily the same writers, but countless formal and informal spokespersons including numerous high-ranking elected officials - hadn't spent the last seven years ranting that the temperamentally cautious and cerebral Barack Obama was a 'dictator' who was trampling the constitution.
...
Trumpism is the product of many things. But a key one of them, perhaps the key enabling one, is years of originating and pandering to increasingly apocalyptic and hyperbolic conspiracy theories, fantasies and fever dreams which put middle aged white men up against the metaphorical wall with a thug, foreign, black nationalist, anti-colonialist Barack Obama shaking them down for their money, their liberty, their women and even their lawn furniture.
I can't think of any 21st century journalist who has more successfully built a career on enemy-of-my-enemy dynamics than has David Wallace-Wells. When he follows the actual research, he is an unexceptional writer, saying nothing you couldn't get from a staff writer at any major publication. When, however, Wallace-Wells veers into hot takes and questionable science (which happens with alarming frequency), he is given a free pass because he is supposedly standing up to climate change deniers and covid skeptics.
There is, of course, no question about the reality and seriousness of man-made climate change and covid-19. The science is unequivocal, leaving no doubt that these are among the most important problems we now face, perhaps the most important, but this very seriousness makes bad reporting even more dangerous. We can no longer afford to tolerated journalists who get these stories wrong no matter whose side they're on.
Other stuff in the hotter air is even scarier, with small increases in pollution capable of shortening life spans by ten years. The warmer the planet gets, the more ozone forms, and by mid-century, Americans will likely suffer a 70 percent increase in unhealthy ozone smog, the National Center for Atmospheric Research has projected. By 2090, as many as 2 billion people globally will be breathing air above the WHO “safe” level; one paper last month showed that, among other effects, a pregnant mother’s exposure to ozone raises the child’s risk of autism (as much as tenfold, combined with other environmental factors). Which does make you think again about the autism epidemic in West Hollywood.
EPA Administrator Gina McCarthy selected a limit of 70 parts per billion, which is more stringent than the 75 parts-per-billion standard adopted in 2008 but short of the 60-ppb endorsed by environmentalists and health advocacy groups including the American Lung Assn. The agency’s science advisors had recommended a limit lower than 70 -- and as low as 60.
...
About one-third of California residents live in communities with pollution that exceeds federal standards, according to estimates by the state Air Resources Board.
Air quality is worst in inland valleys, where pollution from vehicles and factories cook in sunlight to form ozone, which is blown and trapped against the mountains.
The South Coast air basin, which includes Los Angeles, Orange, Riverside and San Bernardino counties, violated the current 75-ppb ozone standard on 92 days in 2014. The highest ozone levels in the nation are in San Bernardino County, which reported a 2012-2014 average of 102 parts per billion.
Irva Hertz-Picciotto, an epidemiologist at UC Davis, suspects that environmental triggers such as exposure to chemicals during pregnancy play a role. In a 2009 study, she started with a tantalizing lead — several autism clusters, mostly in Southern California, that her team had identified from disability and birth records.
But the hot spots could not be linked to chemical plants, waste dumps or any other obvious environmental hazards. Instead, the cases were concentrated in places where parents were highly educated and had easy access to treatment.
Peter Bearman, a sociologist at Columbia University, has demonstrated how such social forces are driving autism rates.
Analyzing state data, he identified a 386-square-mile area centered in West Hollywood that consistently produced three times as many autism cases as would be expected from birth rates.
Affluence helped set the area apart. But delving deeper, Bearman detected a more surprising pattern that existed across the state: Rich or poor, children living near somebody with autism were more likely to have the diagnosis themselves.
Living within 250 meters boosted the chances by 42%, compared to living between 500 and 1,000 meters away.
The reason, his analysis suggested, was simple: People talk.
They talk about how to recognize autism, which doctors to see, how to navigate the bureaucracies to secure services. They talk more if they live next door or visit the same parks, or if their children go to the same preschool.
The influence of neighbors alone accounts for 16% of the growth of autism cases in the state developmental system between 2000 and 2005, Bearman estimated.
In other words, autism is not contagious, but the diagnosis is.