What is the Law of Large Numbers?

What is the Law of Large Numbers

The law of large numbers is one of the most ‘ignored’ law in the financial world. Although everyone understands it, however, most big firm managers find it a little difficult to agree with this law.

In the financial context, the law of large numbers suggests that a large company that is growing rapidly cannot maintain that pace forever. 

In other words, as the company grows bigger, the growth rate becomes increasingly difficult to maintain.

The law of large numbers can be easily testified with blue-chip stocks with large market cap and revenue. These large-cap stocks were once mid and small-caps who were expanding at a very fast rate. However, with time- as their revenue and profits became too big, it turned out difficult to maintain the same growth rate.

The management of large firms finds it difficult to accept this law. They do not want to make their shareholders ‘unhappy’ by accepting the fact that they are not growing at the same pace like they used to do in their initial years.

Also read: Growth Stocks vs Value stocks – A logical Comparison

Let us understand the law of large numbers with the help of an example.

Suppose there are two companies- Company A and Company B.

The revenue of company A at the end of the year 2017 was Rs 70,000 Cr and that of company B was Rs 10,000 Crores. Both companies are aiming at a revenue growth of 50% by the next year.

Revenue (2017) 50% Growth in 2018
Company A Rs 70,000 Cr Rs 105,000 Cr
Company B Rs 10,000 Cr Rs 15,000 Cr

For 50% growth in revenue, company A has to earn additional Rs 35,000 Cr while Company B has to earn additional Rs 5,000 Cr.

Based on the law of large number, a 50% increase would be difficult to accomplish for company A compared to company B.

This is obvious because once you’ve sold a billion product, finding customers for the next billion is likely to be a little trickier for the company A. However, this is not the case with Company B which can still maintain its growth rate for next few couple of years (until it becomes a large entity itself).

The law of large numbers can also be applied to other financial numbers like sales, revenue, and net profit, where growth is measured in percentage (%).

Also read: Why Warren Buffet Suggests- ‘Price Is What You Pay, Value Is What You Get’?

Summary:

While investing in a company, you should keep in mind the law of large numbers.

Although a company might be growing at a rate of 15% per annum today, however its really difficult to maintain that pace once it becomes large. Moreover, if the company is already a large cap, then you should not expect the same growth rate compared to mid or small caps.

Overall, while making your investing decisions (based on the forecasted growth rate), keep in mind the growth difficulties these companies are going to face once they become a large entity.

Also read: Efficient Market Hypothesis -The Only Theory That You Need to Read Today.

About Kritesh Abhishek 146 Articles
Hi, I am Kritesh, an NSE Certified Equity Fundamental Analyst. I'm 23-year old and an electrical engineer (NIT Warangal) by qualification. I have a passion for stocks and have spent my last 3+ years learning, investing and educating people about stock market investing. And so, I am delighted to share my learnings with you. #HappyInvesting

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