How US Unemployment Numbers are Created

Posted on Categories United StatesTags , 4 Comments on How US Unemployment Numbers are Created

Many of us take numbers like Unemployment as Gods Truth.

First the last paragraphs of a CNN piece on Unemployment numbers
https://edition.cnn.com/2025/08/01/business/trump-job-report-number-fire

For example, the BLS posted a notice in June stating it stopped collecting data for its Consumer Price Index in three cities (Lincoln, Nebraska; Buffalo, New York; and Provo, Utah) and increased “imputations” for certain items (a statistical technique that, when boiled down to very rough terms, essentially means more educated guesses).

That worried Federal Reserve Chair Jerome Powell. In testimony before Congress in June, Powell said he believed the BLS data to be accurate, but he was upset about what could become a trend.

“I wouldn’t say that I’m concerned about the data today, although there has been a very mild degradation of the scope of the surveys,” Powell said at the time, in response to a question about survey data quality. “But I would say the direction of travel is something I’m concerned about.”

How many actually know that these numbers are model generated. At BLS (US Bureau of Labor Statistics) they use a version of the Birth and Death model. This is a model initially built to model Population Dynamics and other related Biological Processes (i). It is also used in Finance to Build Credit Curves which are used to Price Credit Default Swaps (CDS)

As I have worked a little bit on Credit Curves and CDS 15-20 years ago ((2005-2010) can add a little more detail. One samples the number of companies created, credit rating down grades, out of business etc. Then the Birth and Death model is used to get a broader picture and the Credit Curves created by numerical and statistical models.

There are other methods too, such as using the Prices of CDS at different maturities (end date). Then using numerical models to generate the forward curve (i.e. the credit regime in the next few years)

So now we realize that what we think is an absolute value of a Unemployment or Bond Price is really a kind of guesstimate laundered through numerical models. What about the Bond Price or a Stock Price someone pays. Is that an absolute VALUE. Again the issue is that what was the mental or other analysis that went into that Price offer. Could it have been erroneous. eg. A dear friend and classmate participated in the Sri Lankan mob protests (Aragalaya) in 2022. One of his reasons was that the economy fell because of “unprecedented reductions of taxes resulting loss of revenue of 30%”. Erroneous thinking as it was 7% reduction in VAT taxes on transactions for goods and servicing. The reduction excluded VAT on Financial Services. It is an arithmetic impossibility to have 7% reduction in taxes to cause loss of revenue by 30%.

Anyway back to US Unemployment Model and excerpts from description

Difficulty in capturing information from business birth and death units is not unique to the CES program; virtually all current business surveys face these limitations. CES adjusts for these limitations explicitly, using a statistical modeling technique in conjunction with the sample for estimating employment for private-sector industries. Without the net birth–death model-based adjustment, the CES nonfarm payroll employment estimates would be considerably less accurate.

You can read the steps in using data and creating the Unemployment figures here.
https://www.bls.gov/opub/hom/ces/calculation.htm#business-births-and-deaths

The BIG TAKE home, be it Unemployment Numbers or Bond Price, these are GUESSTIMATES laundered thru numerical and statistical models.   Worse these are not indicative at inflexion times of economic change.  i.e. Economic growth in the process of change to Economic Downturn or vice versa

Reference
(i) Novozhilov, A 2006: Biological applications of the theory of birth-and-death processes
In this review, we discuss applications of the theory of birth-and-death processes to problems in biology, primarily, those of evolutionary genomics. The mathematical principles of the theory of these processes are briefly described. Birth-and-death processes, with some straightforward additions such as innovation, are a simple, natural and formal framework for modeling a vast variety of biological processes such as population dynamics, speciation, genome evolution, including growth of paralogous gene families and horizontal gene transfer and somatic evolution of cancers

 

Satyajit Das: Middle East Trajectories – Implications for the Region and Energy Markets

Posted on Categories Geopolitics, Iran, Islam & the Middle East, Palestine, Gaza & Israel, United StatesTags , ,

This excerpts of the above titled article. Full article at
https://www.nakedcapitalism.com/2025/06/satyajit-das-middle-east-trajectories-implications-for-the-region-and-energy-markets.html

A little intro

When I first got hired to a small Wall Street startup I had low opinion of Traders and the like. Had to change my mind in a month or two. It was impressive to see how successful Traders could reduce different information from politics to medicine into one common Denominator: MONEY. This was the holy grail that Enron was pursuing, to have different markets, eg Water and Weather Futures to Credit Defauls Swaps all in one Porrfolio and integrated Pricing and Risk Management. Got wined and dined by Enron but was woefully lacking in knowledge.

Anyway  was never interested in Finance etc, so was somewhat clueless. The Traders gave me a grounding, but to get a more formal background worked my way thru about 30% of Risk Management and Financial Derivatives: A Guide to the Mathematics by Satyajit Das. Been impressed by him ever since. So when he writes I read very carefully

Later was very disillusioned, Wall Street as it was full of schemes to scam the middle classes and poor out of their money directly or indirectly.  The best example being Sub Prime Mortgages which led to Financial Crash in 2008 (Quite hypocritical of me because I made some decent moolah as well, even though a very small minion)
——————-

Some excerpts
Complacent financial markets and policymakers are playing out a theatre of the absurd based on little detail and propaganda– as the old trope states truth is the first casualty of war.

Caution is warranted. There is no certainty that Iran’s nuclear capabilities have been destroyed or significantly degraded. The fate of Iran’s highly enriched Uranium is unknown. Iran, which has extensive nuclear expertise despite the targeted killings of its scientists, has not indicated abandonment of its programs.

In effect, Iran is being forced to choose between becoming Libya (where Colonel Gaddafi gave up his nuclear ambition and was removed then murdered) or North Korea.

Its campaign against the abandoned Palestinians and attacks on Lebanon and Syria have not ceased. The Iranian action was in part to distract the world’s attention from its continuing genocidal atrocities. These will come back into focus.

Despite its undoubted military capabilities, the Islamic Republic will have noted that the Jewish state is not invulnerable to its missiles and needed extensive US support and intervention in the “12-day war”.

Oil Matters
Western focus on the Middle East is because of Israel, to expiate its own Holocaust guilt, and energy

Currently the world consumes around 100 million barrels of oil daily (around 50 percent for transport and 20 percent for petrochemicals). While energy intensity (usually measured as the tonnes of oil needed to create $1,000 of GDP) has declined from 0.12 in 1975 to 0.05 in 2022, no significant decline in demand is forecast due to limited alternatives for heavy transportation and as a chemical feedstock. Natural gas is around 23 percent of the world’s total energy consumption and provides a quarter of global electricity.

Saudi Arabia’s objectives remain unchanged: generate revenue at necessary levels, maintain its market share as low prices make US shale oil and gas uncompetitive and accelerate use of a potentially stranded resource.

The ruling dynasties can be displaced at the whim of the West. Given the volatile foreign policies of the US and its allies including their short-lived and disastrous backing of the ill-fated Arab Spring, this possibility is non-trivial. As Hosni Mubarak discovered, US support for its ‘allies’ exists until it doesn’t. Subsequently, the Muslim Brotherhood found that Western belief in democracy was highly selective.

In a curious twist which would have been unwelcome in Israel, following the announcement of the ceasefire, President Trump announced that China would be allowed to buy oil from Iran, reversing a policy of sanctioning Chinese refineries for these purchases.

While they may not acknowledge the reality, failure to act strategically now undermines the ruling dynasties of the Gulf states and Jordan. They become little more than rich puppets who serve their American, Israeli and allied masters and whose policies are chosen for them. Their standing and wealth is dependent on a dwindling finite resource with an uncertain future.

For many, MAGA has morphed into MIGA – Make Israel Great Again. The US appears to have been coerced into intervening on behalf of the Jewish state. One X denizen tweeted that “America so deindustrialized we don’t even manufacture our own consent”.

Conflict, most worthwhile military strategists agree, is like opening a door into a dark room where no one knows what is hidden in the darkness. The only certainty is that a new most likely tragic and violent chapter in the history of the region is under way.

The US, Israel and its allies would do well to remember Thucydides’ Melian Dialogue which records Athens’ conquest of Melos. The Melians unsuccessfully resisted suffering horrific losses. Athens believed that “the strong do what they can and the weak suffer what they must”. They believed that they could act with impunity because their power was complete. Less than three years later Athens suffered a military disaster in Sicily from which they never recovered.

The West’s War of Decline

Posted on Categories Geopolitics, Iran, Islam & the Middle East, Partition, Postcolonialism & the Global South, United States, X.T.MTags , , , , , , , , , , , , , , , , , , , , , , , , , , 17 Comments on The West’s War of Decline

Dear friends,

I just wanted to share a thought that’s been on my mind lately. Yes, Trump has attacked Iran — but Iran hasn’t responded in any major way. That in itself is telling. It seems less a climax than a provocation, more bait than strategy. In truth, this might be part of a larger Western pattern: in its long twilight, the West no longer seeks peace but relevance — and sometimes, relevance requires war.

I recently heard a wild claim: that Norway was positioning a remote island of 150 people to tempt a Russian invasion, hoping to activate NATO’s mutual defence clause. Whether true or not, it captures something of the moment — the performative anxiety of a declining order, looking for conflict to reaffirm its own centrality.

As Amar writes, “It is heart-wrenching to see Iran being bombed by two nuclear states, while it remains a signatory to the NPT and compliant with IAEA inspections.” He recalls living in Tehran in 1980, a schoolboy witnessing warplanes above Mehrabad and the skies of Tehran blazing with anti-aircraft fire. That memory isn’t abstract — it’s personal, etched in smoke. His excellent comment is after the jump: Continue reading The West’s War of Decline

What did Asim Munir talk with Trump

Posted on Categories Pakistan, Politics, United States, War & Military HistoryTags , , , , , , , , , , , , , , , , , , 66 Comments on What did Asim Munir talk with Trump

Now that the blog has a lease of new life i thought why don’t I join the fray.

Funny that Asim Munir is having lunch with Donald Trump only a day after Trump was having X diarrhoea threatening Iran and its leadership.

What could potentially be the points of discussion one wonders. I have a few wild thoughts.

  1. Trump is asking for Pakistani help against Iran. Either back-channel negotiations and/or direct intelligence. I am not sure of this one as this seems for a Pro-India cope which sort of makes sense of the ceasefire.
  2. Pakistan wants to remain the only Nuclear Islamic nation and hence is willing to get into bed with Zionists in Trump towers while giving a middle finger to Ummah.
  3. The felid marshal wants swip up some Tomahawks to counter Brahmos.
  4. Trump in all his infinite wisdom is playing at 56D Chess against China via flirting with the felid Marshal and Dumping Modi after a brief fling (or maybe it never was a fling).
  5. Trump wants to learn some catty dictatorship from the felid Marshal for the 3rd term.

Ironically Modi declined US invitation which seems to be related to either claimed US mediation into Op Sindoor or Israel Iran war.

Finally Sorry Amey and Poulasta but the podcast episode on OP Sindoor was terrible. Cant have a podcast where Omar’s wisdom is interrupted as frequently as that with all the rants and interruptions.

I hope to write a longish post from India POV about Op Sindoor and the future as soon as i get some brainspace.

Be civil in comments. 

🧠 Inside the Mind of Trump: Empire, Restraint, and the Hemispheric Gamble

Posted on Categories Geopolitics, Partition, Postcolonialism & the Global South, United States, X.T.MTags , , , , , , , , , , , , , , , , , 20 Comments on 🧠 Inside the Mind of Trump: Empire, Restraint, and the Hemispheric Gamble

As an aside the latest FP’s post “India’s Great-Power Delusions” will make an interesting future post

Ten years ago, Donald Trump descended a golden escalator and upended American politics. He entered the White House not as a politician, but as a brand. Today, as the world stands at multiple geopolitical flashpoints—Israel–Iran, India–Pakistan, China–Taiwan—the question is not just what will Trump do, but what kind of world does Trump want to preside over?

Comeback King or New Emperor?

The interlude of Biden’s presidency—whether viewed as rightful or rigged—has only intensified Trump’s mythos. He is no longer just the comeback kid; he is the comeback king in a time when cries of “no king” echo through a fractured republic. A decade on from his initial successful run, he should be an elder statesman but in fact he’s just getting started with another 3 years to go. It’s unparalleled influence in the American Republic since FDR who managed to dominate the 30’s through to the mid 40’s; Trump will be the dominant force in US politics from mid teens through to at least 2029. Continue reading 🧠 Inside the Mind of Trump: Empire, Restraint, and the Hemispheric Gamble

Everyone Western Becomes White Eventually

Posted on Categories Brown Pundits, Culture, Politics, Race, United States, X.T.MTags , , , , , , , , , , , , , , , , , , , , , 14 Comments on Everyone Western Becomes White Eventually

brown: if the fresh inputs from india is reduced ( because of immigration laws and raising prosperity back home), how long can ‘indians in u s a’ remain an effective group? i feel that they will dissolve in next 20 years.

Nivedita: That is such an interesting take! I agree actually. Indians are pretty much white adjacent and are intermarrying with whites, so in all probability what you predict might actually happen.

That’s a sharp observation, and worth expanding. The truth is, in the West, all immigrants eventually become “white”—not in phenotype, but in assimilation, in aesthetic, in aspiration. Continue reading Everyone Western Becomes White Eventually

US Economics and Theory of Collapse

Posted on Categories Brown Pundits, Culture, Economics, Politics, United StatesTags , , , , , , , , , , , , , , , , , , , , , , , , , 1 Comment on US Economics and Theory of Collapse

A Theory of Collapse (After a US Economic Synopsis)

Note: Italicized comments are from another Brown Pundits contributor


Unless the US falls hopelessly behind in tech, they are “built” to retain a perpetual competitive edge.

I don’t think you’ve looked closely enough at the economic fundamentals. Off the top of my head:

  • National Debt: $30+ trillion
  • Interest on Debt: $1 trillion
  • Budget Deficit (2024): $1.8 trillion
  • Trade Deficit: $140.5 billion (heavy reliance on imports)
  • Defense Budget: $1 trillion

Moody’s recently downgraded US debt from Aaa to Aa1, citing worsening risk indicators. This downgrade was hard to avoid—US sovereign CDS spreads are now wider than those of China and Greece, suggesting higher default risk. Continue reading US Economics and Theory of Collapse

The Elder Race and the English-Speaking Heat

Posted on Categories Culture, Geopolitics, Politics, Race, Religion, United States, X.T.MTags , , , , , , , , , , , , , , , , , , , , , , , , , , , , 26 Comments on The Elder Race and the English-Speaking Heat

As I write this from Dublin, waiting to board my connecting flight—I’d nearly missed it in Newark, too absorbed in writing to hear the gate call—I’m struck by how a Euro sign or EU flag can alter one’s sense of place. Technically, I’m still in the British Isles. But culturally—unmistakably—I’m on the Continent. A sensation I never quite feel in England.

It’s a strange feeling, this flicker of European belonging. In the early millennium, I was a passionate Brexiteer—young, angry, seeking change. By the time of the referendum, a decade later, I found myself morally conflicted. I knew the EU was not a good fit but as a Bahá’í, I knew I could never advocate for disunity, of any sort. I abstained. Ironically, Commonwealth citizens could vote, but EU nationals couldn’t—a bit of imperial gatekeeping that deeply irritated my liberal British-Irish friend. (“Why can Indians vote, but not the French?” he asked.)

Today, standing in Europe, I feel the contrast sharply. The Continent is genteel, even decadent, locked into postwar consensus. Meanwhile, the English-speaking world feels like it’s on fire—politically, culturally, psychologically. It’s not just the UK or the US. India, too, belongs to this hot zone of rhetoric and reinvention. Pakistan, by contrast, while elite-driven in English, remains emotionally and socially an Urdu republic. Continue reading The Elder Race and the English-Speaking Heat

Is It Indian Culture or Hindu (Brahmin) Culture that creates excellence?

Posted on Categories Brown Pundits, Culture, India, Pakistan, Race, Religion, United States, X.T.MTags , , , , , , , , , , , 71 Comments on Is It Indian Culture or Hindu (Brahmin) Culture that creates excellence?

On Faizan Zaki, Spelling Bees, and Civilizational Osmosis

Another year, another Spelling Bee crown for an Indian American. But this one, the 100th Scripps tournament,  is different.

Faizan Zaki—young, brilliant, and by name Muslim—just became the latest in a long line of Indian-origin champions of America’s most idiosyncratic intellectual ritual. Faizan is the 32nd Indian American to win—meaning they’ve claimed 32 out of the last 40 Spelling Bees. But he is very likely the first Muslim American to do so.

Which raises an old but essential question: Continue reading Is It Indian Culture or Hindu (Brahmin) Culture that creates excellence?

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