Law of Averages,Regression to the Mean and the Walk down the Dalal Street!

 Sir Francis Galton, a British polymath, did pioneering work on Regression or Reversion to the Mean in Statistical Research in the late 19th Century. According to his analysis of human characteristics, he applied statistical methods to the study of human differences and inheritance of intelligence and pioneered the work on Eugenics. He also contributed to the field of psychology by founding psychometrics with personality mapping.

He was a versatile genius and being the half-cousin to Charles Darwin, his works in many ways drew sufficient inspiration from Darwin's studies. But his most outstanding contribution is Regression to the Mean in Statistical analysis. He is also considered to have developed a central limit theorem showing that with sufficient sample size the binomial distribution approximates a Normal Distribution and the practical demonstration of it is called Galton Board or Quincunx or Bean machine

Regression to the Mean is in simple terms that if there is volatility observed over the mean, over a while the values will show Regression to the Mean/Average and Francis Galton termed it as Regression to the Mediocrity in terms of inherited human characteristics. This led to modern statistical modeling based on linear regression analysis.

Regression to the Mean is also important to understand the stock market behaviour. Stock market behaviour is considered to be a Random walk and the financial world which considers a normal world will always look for stable returns. Jeremy Siegel said that "return to the mean" may show that returns may be unstable in the short term but stable in the long run. In such a situation the returns can be easily quantified and not a Random walk. But the stock market exhibits typical Random Walk characteristics. A Random Walk is one in which future steps or directions cannot be predicted based on past actions or performance. But Dalal street would hate to call its three-piece suit executives , who carry an air of super cat financial strategists,  as "Random Walkers"!!(link). The central hypothesis of Random walk is that one cannot consistently outperform the market averages. In other words, even the best of financial strategies would eventually start regressing to the mean.

The law of averages which is a law of large numbers gives false belief and therefore it is called "Gamblers' fallacy". It leads to the misconception that the probability of an outcome occurs with a small number of consecutive experiments so they will have to "average out" sooner rather than later. This is the fallacy that rules the mind of every gambler and that is why it is called "gambler's fallacy". Stock market ups and downs can also lead to this kind of fallacy in the short term.

Dalal Street is a minefield for the uninitiated and a good playground for those who have an appetite for a long walk or for those lethargists who buy indexed bonds, sleepover them and don't go for a walk!!

Indian politicians -their precept and practice

 It is said "there is a world of difference between precept and practice"- more so with our politicians and the gap widens when they speak about it more.!!

It is generally thought that Political lies are always for exploiting the ignorance of the public. Mostly they are manipulative for winning the elections. But there are times like Obama lies about Health care inorder to push through some legislation to benefit the larger society(link).

However coming to India, Politicians throw promises at the people mainly to win elections and then they renege on the promises made.

In the recent few weeks there are lot of accusations by the Opposition parties against the Central Govt that Question Hour in the ensuing Parliament has been abolished muzzling the freedom of MPs to ask Govt questions about peoples' problems to elicit answers from the Govt. But there are two stark statistics contradicting the so-called champions of freedom of expression in the Opposition. In the last few years Question hour in the parliament has been wasted for 60% of the time by the unruly Oppositions marring the proceedings of the house. Another interesting point is that in the Opposition ruled West Bengal Question Hour has been suspended by the Govt in view of the prevailing pandemic.!!

So this is clearly double standards adopted by the Opposition and it is raised against the Central Govt only to embarrass it and score some brownie points in the media.

Many of the Opposition ruled State Govts prune the budget of the local bodies saying that the State level finances are severely constrained. But if the Central Govt does it, all of them raise their voices against the Centre saying that the Central-State relationship is severely undermined and the trust of cooperative federalism has been betrayed by the Centre. They have no such qualms when they repress the local bodies by not releasing the funds to them. These are the doublespeak adopted by the opposition parties as a matter of right and pride.Our society does not relish this behaviour of politicians which they do not understand.

Centre and States are like two important organs of the body which is India. Both must work in tandem and in coordinated rhythm. Brain cannot let the Heart down and Heart cannot afford to stop blood supply to Brain. They cannot be at loggerheads with each other. This is the fundamental concept which Politicians must keep in their minds while performing and discharging their Constitutional duties.

India, its agriculture lending a helping hand during the pandemic!

 India's agriculture has hit a new high when the entire country is under lockdown and the industry has hit the rock bottom.Kharif sowing as on 5th Sep20 has reached 1095 lakh hectares which is 6% more than what was the sown area in kharif season 19-20.The acreage of paddy has grown by 8% to 396 lac hec.over previous year.The acreage under Oilseeds has grown by 12% to 195 LH; Pulses by 5%  to 137 LH; Cotton by 3% to 129 LH and Coarse cereals by 2% to 179 LH.This has been facilitated by 9% increase in rainfall during June-Sep 20 to 795mm.

All five summer grown Oilseeds has seen higher than anticipated increase in their respective MSPs  and better procurement during the initial months of Covid pandemic phase.The increase in Minimum Support Prices including that of Paddy announced at the beginning of Kharif season in june 20 has really helped in increasing the sowing area and in augmenting the revenue of the farmer.

That apart, India has witnessed a 23% increase in farm exports dominated by Rice and Sugar, in the Q1 of Fy 20-21. These are all heartening news from the agri sector.

However the worrying patches, in the otherwise bright outlook,are the outstanding dues of over Rs.14.2K Cr. of Sugar Mills in UP to the cane growers. The State Govt has raised the FRP(Fair & Remunerative Price) by Rs.10 on an average as a policy measure during this cane crushing season, starting Oct 1.Sugar Mills have approached the Govt for a subsidy to pay the farmers in order to tide over the Covid induced difficulties.

Modi Govt has also constituted a Agri Infra Fund of Rs.1 lac cr. The Infra Fund is for catalysing the Agri-infra development and help build pivotal infrastructures like warehouses, cold storage, and nurture farm assets. This will bring about a increase in Agri share of GDP in the economy from 15% approx and thus improve the livelihood of those dependant on agriculture.(link GDP).

Modi Govt has promised doubling of farmers' income  by 2022 which is a daunting task ahead and Govt. is well focussed on this with far reaching structural changes made in the last few months by amending Essential Commodities Act and by liberalising farm trade , land leasing for agriculture across the country.

Now the country is looking forward to the Rabi season.

Compensation to States and Borrower of the Last resort!

 India's FM is an unenviable position. Given the penchant for two steps forward and one step backward in all economic decisions, FM is in the eye of the storm unendingly ever since the pandemic struck India. In fact, even before that, India's GDP was sliding YOY from 2016-17 onwards. It hit a high of 8.26% in 16-17 and hit the lowest so far in Fiscal 19-20 at 4.2%.

GST collections have also ebbed along with the GDP since even Nominal GDP has grown only by 7.2% in Fy 19-20.It was growing at 11.76% in Fiscal 16-17. So, this skidding of the nominal growth rate coupled with a reduction in GST rates in 2018 led to a shortfall in GST collections even though the tax base widened. The good thing about the One Nation, One tax has been the acceptance of this Taxation in lieu of VAT at the individual state level and Excise duty at the Central level. The consensus behind GST has been bought by Arun Jaitley with the commitment for providing Central funds at the growth rate of 14% YOY to the individual States, by levying Compensatory cess on luxury and sin goods. However, the Central Govt is caught on the wrong foot this year due to the pandemic. The tax collections are abysmally low and this has forced the Central Govt. to consider reneging on its promise of providing compensatory funds to the states.

In the recent 41st GST Council meeting, FM has been compelled to use the insurance phrase of Act of God i.e force majeure(or Hand of China?!), to describe the extraordinary situation due to the Covid pandemic. Due to this compulsion, the Central Govt has presented two options to the States to consider and give their replies in a week's time. Under Option 1 States may borrow Rs.97K cr at a special interest rate and the principal and the interest will be later on paid out of Compensatory cess on Cars, Soft drinks, tobacco, pan masala, and coal. Under Option 2 States can borrow up to Rs.2.35lac cr and States will have to pay interest at the market rates.Only the principal will be paid out of Compensatory Cess later and the interest will have to be provided in the States' Budgets. In this GOI has made a fine distinction between GST implementation loss and Covid induced tax revenue loss which is also hair-splitting and needlessly academic, if not contentious.

Now the overall emerging scenario is one of confrontation between the Centre and the States. All economists are now supporting the States saying that since it is the commitment of the Central Govt. it has to find the resources for funding this GST collection shortfall. Of course, they are of the view that the Central Govt can source this fund at a much cheaper cost than what the States could bargain for.This is an important point. However Finance Secretary has gone on record saying that if the Centre resorts to this borrowings, overall bond yields may go northwards, which will raise the cost of borrowings for both the Public sector and Private Sector. As a consequence, the sovereign rating of the country may be adversely impacted which will be detrimental to the interests of all sectors of the economy. But the moot point is this can happen even if States borrow for this purpose.

In the meantime some of the opposition ruled states are considering approaching SC for a direction to the Central Govt, saying that the Centre is trying to hide behind AG's legal opinions, shirking its responsibility in honoring the revenue commitment in letter and spirit. But such an outcome may not augur well for federal relationships and for the future of cooperative federalism which is touted as the big success point behind GST introduction.

However, in all this surcharged situation over who should shoulder the borrowing burden, the missing point is how well or badly States are containing their deficits in the last few years despite being given higher level of funds without much of efforts from their side. Any additional funds given without caveats are being frittered away by them in giving freebies, free EB and in unplanned revenue expenditure. So who is going to discipline them and rein in their penchant for spending without answering for outcomes? Even in May 20, when Centre gave permission for Additional borrowings through the WMA window, many states incl. Tamilnadu objected to the thinnest of the sticks like DBT transfer of EB subsidy to BPL families, that came with the carrot. States only want the carrot as their right without any strings being attached.

That said, Central Govt. must seize this opportunity to bring to light the importance of fiscal discipline at the State level by finally agreeing to resort to the borrowings on their behalf.

If you consider the Center and the State as the right and the left hands of the same person, sometimes when your right hand is full of weight to be lifted, the left hand also should chip in to bear the weight in order to balance it. Left cannot accuse the right of transferring some of the weight to it!!

Lockdowns ,Unlocks and White elephants!

 

We have had four lockdowns and unlocks across the country.To start with it was Complete lockdown, which struck like a bolt from the blue starting from March 24th till May 31st 2020. Many prominent opposition leaders severely criticized the Govt for this lockdown accusing Modi of dictatorship tendency throwing the hungry, poverty-stricken, migrants on the streets and pavements uncared for. The second lockdown little relaxed was in June as experimentation and once the pandemic started spreading wildly, Govt. was again back to stricter lockdowns. But by the end of june, Central Govt realized that the question of livelihood was becoming important and advised staggered unlocks.

But many states ruled by opposition leaders taking a holier than Centre attitude continued with strict lockdowns introducing epasses even for intrastate movements, imposing restrictions like total lockdowns during weekends making life difficult for the common man. There was a tough competition between states as to who leads in making life miserable for the man on the street.

Now the whole world is praising Modi for his foresight in clamping down a total lockdown inorder to control the spread of the pandemic. Opposition leaders have grudgingly acknowledging this, have now started saying that because of lockdown Indian economy is in ruins.

India had to face many unwanted human tragedies in between due to industrial accidents in Vizag, Neyveli,etc.fire accidents, air accident in Kochi, and also serious border clashes with China apart from terrorist incursions in J&K from Pak.

In the meantime, Central Govt unveiled Atmanirbhar initiatives, Agri reforms, and announced Rs.21 lac crore package of measures to revive the economy.

In the melee that followed, India is still left with some white elephants like Air India which are a drain on the exchequer.Air India should have been corporatized, separating the ownership and the management at least five years back. Had Central Govt taken this bold step at that time we would have found real value of the Air India as a Corporate entity. We understand that when Jitendra Bhargava wrote a book "Descent of Air India", it kicked off a political storm with Praful Patel filing a defamation case in  the court to get a ban on the book. But the author self-released it  in 2016 and is available on Amazon kindle as an e-book.Praful Patel withdrew his defamation suit in 2017.

Now with Air India only its Intangible asset of Bilateral Landing Rights is the most valuable of all assets.This has been brought out by Kumar V.Pratap former Joint Secy,GOI, in his recent article in FE wherein he has said that Planning Commission in 2011,refused permission to publish his earlier article on Privatisation of Air India(see the link) .Now the quotes for the sale of Air India have been invited through a global tendering process. The last date for submission of bids have also been so far postponed 4 times and now the last date stands at 31st Oct.When Travel & tourism and more particularly the aviation sector around the world has been severely crippled by the pandemic , finding a suitable bidder would be highly improbable. But Govt is left with Hobson's choice now.It has to bide its time for a suitor when the airline continues to lose its value and burn tax payers' money.

BPCL sale tendering process also is in the limbo due to the prevailing uncertainty induced by the pandemic. Other PSU divestments are also moving at snail's pace due to lockdowns.

To sum up, the Govt is unable to unlock the value for its assets!!

Tax, STT and Windfall tax.

The only thing certain about Tax is, it is always taxing. 

India abolished LTCG(Long Term Capital Gains) tax some years back while STT(Securities Transaction Tax) was introduced. After few years Arun Jaitley,the then FM at the Central Govt, thought it fit to reintroduce LTCG Tax from Fy 18-19, with an exemption if STT had been paid on the transaction. Now many Economists have recommended for abolition of LTCG tax showing the distortion it brings in transactions involving Digital Gold, unlisted shares and the black money generation it encourages in all and sundry especially in Real estate transactions.

The arguments against LTCG Tax are strong and valid. The vagueness it brings in matters of valuation brings lot of confusion and uncertainty giving the incentive to hide part of the consideration received. What demo wanted to flush out, LTCG Tax has encouraged inadvertently. It has sent wrong signals across the economy.

What is the remedy then. One simple alternative is to bring Transaction Tax similar to STT as Gold Transaction Tax and Real Estate Transaction Tax.

Recently Mohandas Pai, on LTCG Tax wrote a column in FE correctly stating that LTCG Tax is anathema to simpler taxation philosophy since it creates a mindset of evasion among tax payers.He has called for abolition of LTCG tax forthwith by rightly pointing out few perverse taxing rates especially with ref. to LTCG tax rates on the sale of unlisted shares.

Once LTCG Tax is abolished  Central Govt may want another avenue for Tax revenue and for that I would recommend Gold Transaction Tax and Real Estate Transaction Tax on the same lines that of STT. These Taxes will be much simpler to comprehend and easier to comply with. Even administering it by IT dept will be easier.

Now there is a clamor for a Windfall tax from the stock exchange transactions, as people who dabble in Stock exchanges are generally from well off sections of the society. When the whole nation is battling pandemic induced economic woes, it is quite natural to expect the group of well-heeled rich to contribute something extra by way of tax to the country's cause in fighting this economic downturn. But this windfall tax must be a one-time tax or it can be a temporary increase in STT for 2/3 years.

My preference would be for a temporary increase in STT for 2/3 years.

Open society and its friends!

 Karl Popper wrote in his book "Open society and its enemies"  that Paradox of Tolerance leads to more intolerance. He explained that in order to maintain a tolerant society,the society itself must be intolerant of the intolerant. He openly borrows his idea from Plato's concept of Benevolent despotism or benevolent dictatorship.

Indians have understood this contradiction in governance and according to the best of statecrafts defined by them State Governance has four ways of taking action : Sama,Dhana , Bheda and Dhanda. When it should actively encourage dharmic ways of living, it should seek out and identify those who are bent upon disturbing this peaceful coexistence. It may be its own citizens or enemies from outside. For dealing with them it should employ the above four ways and it can move from one to another subtly, discreetly or sometimes directly. Dhanda is always the last resort and even for criminal acts and for offenders, punishment is a must. This is intolerance of the intolerant. Punishments should be given after speedy and fair inquiry and justice must be seen to be delivered without delay. This will have a deterrent effect.

However the contrast is to see who are Friends of Open society. Friends are Those who forge consensus, those who encourage cohesion, those who believe in cooperation, those who trust collaboration, those who practice transparent communication, and those who want syncretic, synergistic community development.

The tolerance towards genuine failures, mistakes in trying to invent, missteps in search of progress will go a long way in supporting open societies that are productive and supportive in the long run. When the societies are young in age such openness provides the youth power to blossom out full harnessing its potential.

But, many times, these friends of open society work in silence and with lot of patience. But earnestness, perseverance and persistence are their hallmarks. Friends of Open society will always build checks and balances to prevent even unintended misuse of power, influence, nepotism etc.

When Voltaire declared Liberty as the fulcrum of modern human society, he meant , civil liberties, freedom of expression and freedom of religion. He is widely believed to have written "I disapprove of what you say, but I will defend to the death your right to say it." Those who subscribe to his views are all Friends of Open society.Such open societies will bring forth positive changes in human dynamics and nurture inventions, innovations in all spheres of life from poetry ,arts to physics,biology.All this leads to prosperity in society and the virtuous cycle is set in motion.

It is our bounden duty to identify and safeguard these Friends of Society who are pillars of Tolerance and not to discredit them wantonly by imputing intolerance.