Tag: climate
Post
Development and Climate
I hope you enjoyed my previous article about the relationship between Economic Wealth and Climate.
In this article, I intend to talk about a related but different concept: Human Development!
The reader may think that the richest (wealthiest) countries are ALWAYS the most developed. Despite a strong relationship between the two concepts, these are different.
How to measure a Country’s Human Development? To explain Human Development, I will focus on an indicator developed and compiled by the United Nations: the Human Development Index.
Post
Economic Wealth and Climate
When in university in the early 2010’s in Portugal, me and my colleagues would discuss whether all the richest countries had to be the ones with the worse weather. The worse weather for us represented cold temperatures and this vision made sense for us based on a Southern European country and glancing at Northern counterparts, such as Germany or Norway.
However, we always kept one country in our mind: Australia!
Tag: diversification
Post
Periodic Table of Investment Returns
The periodic table of the elements is a fundamental concept in chemistry. Just as the chemical elements form the basis for many applications in chemistry, so do asset classes in finance. Understanding the different asset classes that exist in the financial world is key to build a solid, diversified portfolio. In this article I will introduce the concept of the Periodic Table of Investment Returns and its importance for the analysis of diversification.
Post
Diversification Part II: An Analysis of the S&P 500 Index Effective Number of Stocks
Diversification is one of the most important rules of investing and sometimes investors believe their allocations are more diversified than they are. In the previous article, I introduced the topic of diversification using the top 10 largest stocks in the S&P 500® Index. Now I will introduce a more formal measure of concentration risk, the effective number of stocks, and examine its historical evolution. In addition, this article will present an index weighting method that is an alternative to market capitalization to reduce concentration risk.
Post
Diversification Part I: An Analysis of the S&P 500 Index Top 10 Holdings
Diversification is the number one rule of portfolio management for many investors. Ray Dalio goes even further calling it the Holy Grail of investing. Colloquially, this is expressed by the idiom “do not put all your eggs in one basket”. In the stock market, this year’s returns in the S&P 500® Index appear to have been concentrated in the stocks with the highest market capitalization. Consequently, these stocks exhibit a higher weight in the index, making it more concentrated, which is contrary to the diversification objective.
Tag: economy
Post
Earnings Manipulation Detection with Beneish M-Score
The earnings quarterly reporting of publicly-listed companies puts enormous pressure on them to deliver continuously better results. Investors and analysts look at these figures very closely in expectation of continued growth. This pressure may lead to creative accounting practices called “earnings management”. As we know, these practices can escalate into earnings manipulation, as in the infamous Enron and Bernie Madoff accounting scandals. In this article, I will look at a metric that assesses the likelihood of a company manipulating its earnings and apply it to the Russell 3000 Index.
Post
Bankruptcy Prediction with Altman Z-Score
“Recession” seems to be one of the most debated topics since mid-2022. As the economic slowdown concerns were gradually easing at the start of the year, last month’s global banking crisis helped refuel those fears again. While the recession doesn’t come, it might be prudent to get ready for it. And what happens when we enter a recession? Bankruptcies… In this article, I will look at a measure that assesses the probability that a firm will file for bankruptcy and apply it to the Russell 3000 Index.
Post
Don't Fight the Fed
There is a mantra in the investment community that goes by “Don’t Fight the Fed”. It suggests that investors should align their decisions with those taken by the Fed, and more specifically the Federal Open Market Committee (FOMC), regarding reference rates. At the moment we are experiencing the fastest Fed Rate Hiking Cycle ever, as described in the previous article, and the S&P 500 Index is close to 15% below its early 2022 all-time high it seems prudent to live by this mantra.
Post
Fed Reference Rate and US Inflation
Happy Fed Week! After the tumultuous last two weeks, which saw the most severe bank failures since the Global Financial Crisis, this week we will have a highly anticipated FOMC meeting with an anxiously expected Fed Interest rate decision due on Wednesday. Considering the current Fed rate hike path and inflation dynamics, I decided to write this article to look through the previous Fed rate hike cycles.
The Highest Inflation Rate in the Last 40 Years Let’s start with analyzing the historical values for the Fed reference rate and inflation.
Post
Sovereign Debt by Country
Covid-19 and the urge to lockdown countries had a sudden economic impact never seen before. Some mentioned that the pandemic’s impact was sort of a combined impact of the Spanish Flu and the Great Depression together, and at the same time. On the other hand, there was a major difference when it comes to the economic impact, in that the Governmental and Central Banks’ response was much faster now than it was during the Great Depression.
Post
Yield Curves: Visualization
The Yield Curve Flattening, Yield Curve Inversion, Yield Curve Control, Yield Curve Manipulation…
Reference interest rates are good instruments for monetary policy and give us some insight on the state of an economy. However, the Yield Curve is a much more powerful tool to visualize the current state and future expectations about the economy’s growth direction, at a given time.
Further to that, during the last years, especially due to the challenge on managing low interest rates by central banks, the Yield Curve has been granted additional importance.
Post
Inequality and Wealth
Inequality Matters! The Global Financial Crisis (GFC) is one decade past now, but now we are embracing a new challenging economic outlook due to the outbreak of the Covid-19 (SARS-CoV-2). Oppositely to what happened during the GFC, we saw now a fast response from Governments (Fiscal Policy) and Central Banks (Monetary Policy) around the world. The outcome of this effort is still to be seen as we are just in the middle of this new crisis.
Post
Happiness and Wealth
Can Money Buy Happiness? Everybody is searching for happiness! Many people say that money doesn’t buy happiness, but perhaps what money can do is to allow a path for happiness. Anyway, this blog as the reader knows is not about Philosophy. Here we are discussing economics and looking at interesting data. So let’s see how Money and Happiness can be unfold in this world of Vasconomics.
Wealth In a previous article when referring to Wealth, I presented the metric GDP per Capita PPP.
Post
Valued Added by Activity in Different Countries
When meeting people from different countries, they would sometimes ask me what the biggest industries in Portugal and what are Portugal’s most known products. Then, a straightforward answer for the most recent years is “Tourism” since it has been broadly increasing in the last decade. However, I could still remember the prominence of the textile industry in the north, more specifically, the shoemaking industry in Guimarães. On top of that, there are the stories of Olive Oil and Cork industry – since Portugal is the biggest producer/exporter of cork in the world.
Post
Deposits and Inflation
In this article I intend to explain the concepts of Nominal Interest rate, Inflation and Real Interest rate. I believe that the general public knows the first two concepts, however, I am not so sure about the third one. Therefore, the final goal is to understand this last concept by having a thorough view of all the concepts and observe their representation.
“Whatever it takes” In 2012, the Eurozone was financially falling apart, getting deeper into its infamous “Eurozone debt crisis” after the bailouts of Ireland, Greece and Portugal, alongside multiple banks’ bailing out domestically.
Post
Development and Climate
I hope you enjoyed my previous article about the relationship between Economic Wealth and Climate.
In this article, I intend to talk about a related but different concept: Human Development!
The reader may think that the richest (wealthiest) countries are ALWAYS the most developed. Despite a strong relationship between the two concepts, these are different.
How to measure a Country’s Human Development? To explain Human Development, I will focus on an indicator developed and compiled by the United Nations: the Human Development Index.
Post
Economic Wealth and Climate
When in university in the early 2010’s in Portugal, me and my colleagues would discuss whether all the richest countries had to be the ones with the worse weather. The worse weather for us represented cold temperatures and this vision made sense for us based on a Southern European country and glancing at Northern counterparts, such as Germany or Norway.
However, we always kept one country in our mind: Australia!
Tag: financial-markets
Post
Breaking Down Stock Market Returns
Forecasting stock market returns… isn’t that the goal of every investor? Many models exist to fulfill that task: some are simple, others more complex. However, an important aspect of any model is the components it includes. Moreover, model results are preferably easy to analyze, so these components should be simple to understand and easily accessible. In this article, I will introduce the Grinold-Kroner model, which can be used to break down and estimate stock market returns.
Post
Volatility Term Structure
Volatility is a significant force in financial markets. The CBOE Volatility Index (VIX) is the most well- known measure of market sentiment. The introduction of VIX futures in 2004 enabled market participants to express their estimates of market volatility at various expiration dates.1 This allowed the development of a term structure curve for volatility. In this article, I introduce the topic of the volatility term structure and analyze how it can be used.
Post
Stock Market Volatility Seasonality
Despite the headwinds expected in 2023, this year has been great for the stock market, with the S&P 500 posting a year-to-date return of 14.28%.1 Still, there were a number of events that could have derailed the stock market this year, from the U.S. regional banking crisis in March to the debt ceiling dispute that was settled in June. Despite all this, there was no significant increase in volatility as the VIX index did not rise above 27.
Post
Periodic Table of Investment Returns
The periodic table of the elements is a fundamental concept in chemistry. Just as the chemical elements form the basis for many applications in chemistry, so do asset classes in finance. Understanding the different asset classes that exist in the financial world is key to build a solid, diversified portfolio. In this article I will introduce the concept of the Periodic Table of Investment Returns and its importance for the analysis of diversification.
Post
First Half Recap
Global equity markets surprised investors in a positive away, with the MSCI ACWI Index posting a 13% return in the first half of the year. 1 In the US, the NASDAQ 100 posted its highest ever first-half return of 39%. 2 After a difficult 2022, expectations of a recession put investors on the backfoot for 2023, but the economy remained resilient and equity markets recovered. Now, recession fears linger and hawkish monetary policy by major central banks casts doubt on performance in the second half of the year.
Post
The Fed Model
The US stock market keeps pushing higher despite recessionary warnings. S&P 500 Index earnings for the most recent quarter are estimated to have risen, albeit at a slower pace than stock prices. As a result, valuations rose, with the P/E estimated at 24.43. 1 On the other hand, U.S. Treasury bond yields reached levels not seen in more than 10 years following the current Fed’s rate hike campaign. This comeback of the bonds challenges the former environment of TINA (there is no alternative – to stocks) to mutate to TARA (there are reasonable alternatives).
Post
Bulls vs. Bears: An History of S&P 500® Bull and Bear Markets
The S&P 500® Index entered a bull market just last Thursday. It seems that neither the gloomy economic sentiment nor the Fed’s rate hike campaign can slow the bull’s rage, as the market is currently more than 20% above the lows of last October. Once again, some people are starting to call this the most hated Bull Market rally. Realistically, this is just another case of investor’s myopic behavior, as most previous rallies have been deemed “hated” at some point.
Post
Diversification Part II: An Analysis of the S&P 500 Index Effective Number of Stocks
Diversification is one of the most important rules of investing and sometimes investors believe their allocations are more diversified than they are. In the previous article, I introduced the topic of diversification using the top 10 largest stocks in the S&P 500® Index. Now I will introduce a more formal measure of concentration risk, the effective number of stocks, and examine its historical evolution. In addition, this article will present an index weighting method that is an alternative to market capitalization to reduce concentration risk.
Post
Diversification Part I: An Analysis of the S&P 500 Index Top 10 Holdings
Diversification is the number one rule of portfolio management for many investors. Ray Dalio goes even further calling it the Holy Grail of investing. Colloquially, this is expressed by the idiom “do not put all your eggs in one basket”. In the stock market, this year’s returns in the S&P 500® Index appear to have been concentrated in the stocks with the highest market capitalization. Consequently, these stocks exhibit a higher weight in the index, making it more concentrated, which is contrary to the diversification objective.
Post
Periods When to Make Money
Recently, a publication has been circulating with the title “Periods When to Make Money”. It alludes to the fact that 2023 is tagged as a year “when to make money,” which is why people are extremely excited about it (and repost it on social media). This is especially interesting when you consider that the S&P 500 Index is 9.6% up on a YTD basis. 1 In this article, I will analyze how well these predictions have worked in past cycles.
Post
Earnings Manipulation Detection with Beneish M-Score
The earnings quarterly reporting of publicly-listed companies puts enormous pressure on them to deliver continuously better results. Investors and analysts look at these figures very closely in expectation of continued growth. This pressure may lead to creative accounting practices called “earnings management”. As we know, these practices can escalate into earnings manipulation, as in the infamous Enron and Bernie Madoff accounting scandals. In this article, I will look at a metric that assesses the likelihood of a company manipulating its earnings and apply it to the Russell 3000 Index.
Post
Bankruptcy Prediction with Altman Z-Score
“Recession” seems to be one of the most debated topics since mid-2022. As the economic slowdown concerns were gradually easing at the start of the year, last month’s global banking crisis helped refuel those fears again. While the recession doesn’t come, it might be prudent to get ready for it. And what happens when we enter a recession? Bankruptcies… In this article, I will look at a measure that assesses the probability that a firm will file for bankruptcy and apply it to the Russell 3000 Index.
Post
Don't Fight the Fed
There is a mantra in the investment community that goes by “Don’t Fight the Fed”. It suggests that investors should align their decisions with those taken by the Fed, and more specifically the Federal Open Market Committee (FOMC), regarding reference rates. At the moment we are experiencing the fastest Fed Rate Hiking Cycle ever, as described in the previous article, and the S&P 500 Index is close to 15% below its early 2022 all-time high it seems prudent to live by this mantra.
Post
Fed Reference Rate and US Inflation
Happy Fed Week! After the tumultuous last two weeks, which saw the most severe bank failures since the Global Financial Crisis, this week we will have a highly anticipated FOMC meeting with an anxiously expected Fed Interest rate decision due on Wednesday. Considering the current Fed rate hike path and inflation dynamics, I decided to write this article to look through the previous Fed rate hike cycles.
The Highest Inflation Rate in the Last 40 Years Let’s start with analyzing the historical values for the Fed reference rate and inflation.
Post
Stock Market Returns Seasonality
After over two years away, Vasconomics is finally back! Following an incredible January in the financial markets that reminded me of the January effect, I started wondering about stock market seasonality. From the January effect to the “Sell in May and Go Away” adage, monthly return seasonality is something that comes to investors’ mind from time to time. In this article we will look at the S&P 500 Index and the S&P 500 Sector Indices historical monthly returns in search of seasonality patterns.
Post
Yield Curves: Visualization
The Yield Curve Flattening, Yield Curve Inversion, Yield Curve Control, Yield Curve Manipulation…
Reference interest rates are good instruments for monetary policy and give us some insight on the state of an economy. However, the Yield Curve is a much more powerful tool to visualize the current state and future expectations about the economy’s growth direction, at a given time.
Further to that, during the last years, especially due to the challenge on managing low interest rates by central banks, the Yield Curve has been granted additional importance.
Post
Sell in May and Go Away
Every year when May comes, people start dreaming of summer holidays. Also, for those who follows the financial markets, it marks the date when writers remind us of the old saying: “Sell in May and Go Away”. The underlying is relative straightforward as during the summer months there is, typically, less trading activity. On the other hand, some of the late market crashes seem to have happened precisely after the summer holidays: the crash of 2008-2009 started in mid-September and the 2018 Global Stock Market Downturn started at the beginning of October.
Post
Largest Stocks by Market Cap
In the last century, we observed a high growth in technological innovation which was later boosted by the creation of the Internet. The rise of the Internet was a Black Swan, which would then fuel a notorious bubble in the stock market: the Dot.com Bubble.
Stock valuations for companies with businesses focused around the use of Internet became highly inflated and continued to grow as a sort of speculative mania for companies whose name finished with “.
Post
Investment Analysis, Part 2: Fundamental Analysis
This article on Investment Analysis is the second part of a series comprising two articles. In the first article I focused on Technical Analysis providing firstly a comparison with Fundamental Analysis, later an introduction to its foundations and concluding with an overview of the application of some of its indicators. Now, on this second part, I will focus on Fundamental Analysis. The structure of the article is divided into 4 parts: an immersion on Fundamental Analysis framework, a summary of the Multiples Approach application and the link with the topic of Analysts’ Recommendations.
Post
Investment Analysis, Part 1: Technical Analysis
In this article, I will discuss the topic of Investment Analysis, that is, the method used for making the decision regarding an investment in the stock market. There are two main approaches when undertaking the analysis of a stock traded in the market: Technical and Fundamental Analysis. It is important to understand that these methods use different inputs with the same goal of evaluating an investment opportunity. The structure of the article is divided into 3 parts: an introduction defining the two mentioned approaches, a deeper examination of Technical Analysis foundations and an overview of the application of some Technical Analysis indicators’.
Tag: financial-models
Post
Breaking Down Stock Market Returns
Forecasting stock market returns… isn’t that the goal of every investor? Many models exist to fulfill that task: some are simple, others more complex. However, an important aspect of any model is the components it includes. Moreover, model results are preferably easy to analyze, so these components should be simple to understand and easily accessible. In this article, I will introduce the Grinold-Kroner model, which can be used to break down and estimate stock market returns.
Tag: happiness
Post
Happiness and Wealth
Can Money Buy Happiness? Everybody is searching for happiness! Many people say that money doesn’t buy happiness, but perhaps what money can do is to allow a path for happiness. Anyway, this blog as the reader knows is not about Philosophy. Here we are discussing economics and looking at interesting data. So let’s see how Money and Happiness can be unfold in this world of Vasconomics.
Wealth In a previous article when referring to Wealth, I presented the metric GDP per Capita PPP.
Tag: inequality
Post
Inequality and Wealth
Inequality Matters! The Global Financial Crisis (GFC) is one decade past now, but now we are embracing a new challenging economic outlook due to the outbreak of the Covid-19 (SARS-CoV-2). Oppositely to what happened during the GFC, we saw now a fast response from Governments (Fiscal Policy) and Central Banks (Monetary Policy) around the world. The outcome of this effort is still to be seen as we are just in the middle of this new crisis.
Tag: money
Post
Don't Fight the Fed
There is a mantra in the investment community that goes by “Don’t Fight the Fed”. It suggests that investors should align their decisions with those taken by the Fed, and more specifically the Federal Open Market Committee (FOMC), regarding reference rates. At the moment we are experiencing the fastest Fed Rate Hiking Cycle ever, as described in the previous article, and the S&P 500 Index is close to 15% below its early 2022 all-time high it seems prudent to live by this mantra.
Post
Fed Reference Rate and US Inflation
Happy Fed Week! After the tumultuous last two weeks, which saw the most severe bank failures since the Global Financial Crisis, this week we will have a highly anticipated FOMC meeting with an anxiously expected Fed Interest rate decision due on Wednesday. Considering the current Fed rate hike path and inflation dynamics, I decided to write this article to look through the previous Fed rate hike cycles.
The Highest Inflation Rate in the Last 40 Years Let’s start with analyzing the historical values for the Fed reference rate and inflation.
Post
Stock Market Returns Seasonality
After over two years away, Vasconomics is finally back! Following an incredible January in the financial markets that reminded me of the January effect, I started wondering about stock market seasonality. From the January effect to the “Sell in May and Go Away” adage, monthly return seasonality is something that comes to investors’ mind from time to time. In this article we will look at the S&P 500 Index and the S&P 500 Sector Indices historical monthly returns in search of seasonality patterns.
Post
Sovereign Debt by Country
Covid-19 and the urge to lockdown countries had a sudden economic impact never seen before. Some mentioned that the pandemic’s impact was sort of a combined impact of the Spanish Flu and the Great Depression together, and at the same time. On the other hand, there was a major difference when it comes to the economic impact, in that the Governmental and Central Banks’ response was much faster now than it was during the Great Depression.
Post
Sell in May and Go Away
Every year when May comes, people start dreaming of summer holidays. Also, for those who follows the financial markets, it marks the date when writers remind us of the old saying: “Sell in May and Go Away”. The underlying is relative straightforward as during the summer months there is, typically, less trading activity. On the other hand, some of the late market crashes seem to have happened precisely after the summer holidays: the crash of 2008-2009 started in mid-September and the 2018 Global Stock Market Downturn started at the beginning of October.
Post
Largest Stocks by Market Cap
In the last century, we observed a high growth in technological innovation which was later boosted by the creation of the Internet. The rise of the Internet was a Black Swan, which would then fuel a notorious bubble in the stock market: the Dot.com Bubble.
Stock valuations for companies with businesses focused around the use of Internet became highly inflated and continued to grow as a sort of speculative mania for companies whose name finished with “.
Post
Investment Analysis, Part 2: Fundamental Analysis
This article on Investment Analysis is the second part of a series comprising two articles. In the first article I focused on Technical Analysis providing firstly a comparison with Fundamental Analysis, later an introduction to its foundations and concluding with an overview of the application of some of its indicators. Now, on this second part, I will focus on Fundamental Analysis. The structure of the article is divided into 4 parts: an immersion on Fundamental Analysis framework, a summary of the Multiples Approach application and the link with the topic of Analysts’ Recommendations.
Post
Investment Analysis, Part 1: Technical Analysis
In this article, I will discuss the topic of Investment Analysis, that is, the method used for making the decision regarding an investment in the stock market. There are two main approaches when undertaking the analysis of a stock traded in the market: Technical and Fundamental Analysis. It is important to understand that these methods use different inputs with the same goal of evaluating an investment opportunity. The structure of the article is divided into 3 parts: an introduction defining the two mentioned approaches, a deeper examination of Technical Analysis foundations and an overview of the application of some Technical Analysis indicators’.
Post
Deposits and Inflation
In this article I intend to explain the concepts of Nominal Interest rate, Inflation and Real Interest rate. I believe that the general public knows the first two concepts, however, I am not so sure about the third one. Therefore, the final goal is to understand this last concept by having a thorough view of all the concepts and observe their representation.
“Whatever it takes” In 2012, the Eurozone was financially falling apart, getting deeper into its infamous “Eurozone debt crisis” after the bailouts of Ireland, Greece and Portugal, alongside multiple banks’ bailing out domestically.
Tag: stocks
Post
First Half Recap
Global equity markets surprised investors in a positive away, with the MSCI ACWI Index posting a 13% return in the first half of the year. 1 In the US, the NASDAQ 100 posted its highest ever first-half return of 39%. 2 After a difficult 2022, expectations of a recession put investors on the backfoot for 2023, but the economy remained resilient and equity markets recovered. Now, recession fears linger and hawkish monetary policy by major central banks casts doubt on performance in the second half of the year.
Post
The Fed Model
The US stock market keeps pushing higher despite recessionary warnings. S&P 500 Index earnings for the most recent quarter are estimated to have risen, albeit at a slower pace than stock prices. As a result, valuations rose, with the P/E estimated at 24.43. 1 On the other hand, U.S. Treasury bond yields reached levels not seen in more than 10 years following the current Fed’s rate hike campaign. This comeback of the bonds challenges the former environment of TINA (there is no alternative – to stocks) to mutate to TARA (there are reasonable alternatives).
Post
Bulls vs. Bears: An History of S&P 500® Bull and Bear Markets
The S&P 500® Index entered a bull market just last Thursday. It seems that neither the gloomy economic sentiment nor the Fed’s rate hike campaign can slow the bull’s rage, as the market is currently more than 20% above the lows of last October. Once again, some people are starting to call this the most hated Bull Market rally. Realistically, this is just another case of investor’s myopic behavior, as most previous rallies have been deemed “hated” at some point.
Tag: volatility
Post
Volatility Term Structure
Volatility is a significant force in financial markets. The CBOE Volatility Index (VIX) is the most well- known measure of market sentiment. The introduction of VIX futures in 2004 enabled market participants to express their estimates of market volatility at various expiration dates.1 This allowed the development of a term structure curve for volatility. In this article, I introduce the topic of the volatility term structure and analyze how it can be used.
Post
Stock Market Volatility Seasonality
Despite the headwinds expected in 2023, this year has been great for the stock market, with the S&P 500 posting a year-to-date return of 14.28%.1 Still, there were a number of events that could have derailed the stock market this year, from the U.S. regional banking crisis in March to the debt ceiling dispute that was settled in June. Despite all this, there was no significant increase in volatility as the VIX index did not rise above 27.