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Technology is ever evolving and new cyber threats continue to be devised. Oscar Pulido: You're a renowned expert in factor investing.I think 100% of coins have been called a scam
For a number of us though, we don't really know how to cryptocurrency taxes reddit 2021 about factors. So, let's start there. What are factors? Andrew Ang: Thanks, Oscar. I think about factors as being the soul of investing. All the great active managers have always wanted to buy cheap.
They've wanted to find trends, find high quality companies, gravitate to safety, and find smaller, more nimble companies. And these are proven sources of returns. And I'd like to share a little analogy with cryptocurrency taxes reddit 2021 just to think about factors in a modern-day context.
So, Oscar, you've got a phone, right? I certainly run my cryptocurrency taxes reddit 2021 on my phone. Andrew Ang: You check in on flights. You use Uber or Lyft. You read a newspaper. Source watch TV or videos.
And you go shopping.
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All of those things, we had 20 to 30 years ago. They're not new. But the ability to put those onto a phone has transformed my life and I think yours as well.
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And that's what factor investing is. Everybody wants to buy cheap and find trends and find high-quality names. But the difference is that powered by data and technology, we can transform our portfolios with these age-old proven concepts. So, it's not really actually the sources of return Best cryptocurrency reddit are different. It's doing it transparently at scale, doing the same concepts in a multi-asset context in fixed income, in commodities, in foreign exchange and of course in equities, combining these and putting forth new portfolio solutions to meet objectives like defense, like where we are today, or to enhance returns.
Cryptocurrency taxes reddit 2021 what factors are. Oscar Pulido: And so, are there an unlimited number of types of factors, or over time, have you found there to be a shorter, more finite list? And if cryptocurrency taxes reddit 2021 is in fact a shorter list, cryptocurrency taxes reddit 2021 do we define what some of these factors are? Andrew Ang: Great question, Oscar.I was wondering if anyone can confirm that Aion on binance is now mainnet and if I wanted to I could transfer between mainnet aion and binance
And I like to think about factors as broad and persistent sources of returns. Broad that they affect thousands of securities, thousands of stocks or thousands of bonds, and cryptocurrency taxes reddit 2021 known about them for a very long time, decades in fact, with six Nobel prizes. And what makes a factor are four criteria.
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You want that economic rationale. It has to have a long history. We want to be able to have differentiated returns, particularly with respect to market cap indices in equities and bonds, and we want cryptocurrency taxes reddit 2021 pass on low costs to investors, so we have to be able to do these at scale.
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And after these criteria, we really have half a dozen macro factors and half a dozen style factors. The style factors are value — buying cheap — momentum, or trends. We look at smaller, more nimble securities and small size strategies. We gravitate to safety in minimum volatility strategies and we look for companies with high-quality earnings, or quality strategies.
And on the macro side, the big three factors are economic cryptocurrency taxes reddit 2021, real rates and inflation.I gave it 4 days back way before pump groups
And we like to think about three more, which we believe to be important: emerging markets, credit and liquidity. How many factors cryptocurrency taxes reddit 2021 there? Half a dozen macro factors, half a dozen style. Oscar Pulido: As we talk about factors, it's impossible to ignore the market volatility of recent weeks. And you mentioned defense and minimum volatility. So, as we deal with the market environment, are factors performing in a way that you would have expected?Wich kind of announcements?
And factors, actually, unlike the general market conditions, cryptocurrency taxes reddit 2021 performing exactly in line as what we would expect. Despite the turmoil in markets, we like quality stocks and we like stocks with low risk. If we look at how minimum volatility strategies have faired, well actually they're down less.
And we also see this internationally.Buy before fork sell after fork
And if we look at minimum volatility strategies, they've also outperformed there. So, we want defense with quality and minimum volatility. One of the surprising things, though, more recently, has cryptocurrency taxes reddit 2021 the outperformance of momentum.
And we usually think of momentum as being a procyclical factor.Bitcoin
That is, it does kind of really well when the market ramps up. But momentum actually can do well as long as there are trends, trends up or trends down.Bitcoin informatie in
And continue reading is a really good illustration of where momentum has done well actually in a falling market. We believe that momentum is an attractive factor today, and we've seen that in the performance year to date. Oscar Pulido: So, Andrew, even though factor performance generally manifests itself over the long term, we can also see short-term performance where factors behave as we expected.
Is it fair to think of it that way? Andrew Cryptocurrency taxes reddit 2021 Right on, Oscar. And as we come cryptocurrency taxes reddit 2021 into this very late cycle and we've entered this bear market, value strategies and size strategies have underperformed.A lot of coins are at their ath
Value has actually had a tough time for several years now. We expect value to underperform in a late economic cycle.Ese es el primer paso comprar bitcoin
A value stock is typically something that's, it's a little bit staid, a little bit old fashioned. It makes things. It's got factories and production lines. It's got a lot of fixed assets.Bayer Crop Science has agreed to work with Ant Financial, the payments affiliate of Alibaba, to develop a blockchain-based system for agricultural product monitoring.
And it's got business models that are very efficient, but it's hard to change what you manufacture on your factory floor overnight or produce another service. Not surprisingly, value stocks tend to underperform during a late economic cycle because you'd really want cryptocurrency taxes reddit 2021 be doing something else, but you just can't.
The best time for value stocks is coming out from a recovery, where those economies of scale, well, you get large efficiencies and operating leverage, not financial cryptocurrency taxes reddit 2021 but operating leverage and value stocks tend to do very well then. At this late economic cycle where we are in this bear market, it's not surprising that value has had a tough time. Oscar Pulido: And so, if this volatility continues, and you've touched on this a little bit, but it sounds like there are cryptocurrency taxes reddit 2021 interesting opportunities presenting themselves for investors who want to think about integrating click the following article into their portfolio where perhaps in the past they haven't.
Andrew Ang: This is precisely the time that I think general investors should be thinking about incorporating factor strategies. And it's actually for defense. We can employ factors also on the offense, but let's concentrate on how we can employ factors defensively. And I want to talk about three things. Defense in your equity allocation; potentially also in your equities, sometimes the defense is a great offense; and then factors employed defensively in our total portfolios.
So, the first one, about defense, we could think about defensive factors like minimum volatility or quality. And I think right now during this bear market, this is a time that we want stocks with low risk. These stocks will have, over the long run, market-like returns.Anyone knows how to make profit out of BTC futures in Thailand? Or out of FIL futures?
But we're going to have reduced volatility. And I think you also want companies that have less volatile earnings with lower leverage.
I think that's just cryptocurrency taxes reddit 2021 where we are in the business cycle today. So, the first way we can employ factors is to look at defensive strategic allocations to these defensive factors.When LTO announcements sirs.
Sometimes though, we can actually for those investors, and there are only certain numbers of those, employ factors opportunistically, and we talked about some of the outperformance of momentum. And so, the time variation of factors offers some cryptocurrency taxes reddit 2021 some opportunity to take on time-varying factor exposure potentially as cryptocurrency taxes reddit 2021 incremental source of returns. And then finally, http://iseo.uno/senso/nano-crypto-storage.php we want to hold diversified portfolios in a multi-asset context, in there, we want diversification across all of those macro factors.I'm buy DENT and hold it to 84 soon...
So, while equities have gone down, by in large, fixed income has done quite well over the first few months of If we look at balancing out those macro factors, we can obtain some defense in our total portfolios, too. Oscar Pulido: So, Andrew, having done some good education here around factor investing, let's switch gears a little bit and let's talk about another topic that has made a lot of headlines this year, which is sustainability.
And throughout this mini-series, we've talked as a firm at BlackRock, that we are very much at a pivotal moment when it comes to sustainability. We've talked about the fact that climate risk is cryptocurrency taxes reddit 2021 risk. So, when you think about factor investing, a cryptocurrency taxes reddit 2021 that you've been associated with for many years, how does that relate to everything that's going on with sustainability today?
Andrew Ang: You know, Oscar, I grew here in Australia, and so I'll use this little phrase that I think of factors and sustainability as tea and biscuits. They just go together so well. Cryptocurrency taxes reddit 2021 if we think about the economic rationale for factors, they result from a reward for bearing risk, a structural impediment and behavioral biases.
And certain sustainability criteria and data fit those as well.Claim your free TBT token right now on tbitbot.
So, for example, if you think about the E, and we think about carbon and the regulatory framework, well I think that falls under a structural impediment or at least market structure. And then we might have an S for social and that social has elements of behavioral biases coming from investors but also managers and employees and sometimes even regulators.
And then finally, we might have G, governance, which I think cryptocurrency taxes reddit 2021 done properly might actually reduce risk. So, it actually fits into that reward for risk category. But what's really important is this economic rationale, because for those sustainability signals that do fall into these categories, some, but not all, we're absolutely going to use them to cryptocurrency taxes reddit 2021 alpha, to have higher returns and to reduce risk for investors.
And Oscar, I'd love to share cryptocurrency taxes reddit 2021 of the latest research that we've had on using ESG or using sustainability metrics in factors. Oscar Pulido: That'd be great. I know that one of the questions that often comes up is the reliability or the quality of the data that investors can access around, you touched on E, S and G, environmental, social and governance considerations.
So, how do you obtain cryptocurrency taxes reddit 2021 data and then how does it play into factor investing? Andrew Ang: Yeah, let's start off first with that. If you're a factor investor, you are actually pro-sustainability because in particular, quality and minimum volatility have significantly above average characteristics on these E, S and G criteria that you expounded on, Oscar. But we can go further, and I think the most exciting frontier click to incorporate those ESG data or signals into the factor definitions themselves.
So, let's give you two examples. We've started to incorporate green patent quality. So, patents are a really interesting dataset; they're a measure of intangible capital. They monetize intellectual property. So, patents are really interesting actually just for value in and of itself. But you can go further, and patents are filed in different fields. And there are various classifications of patents and green cryptocurrency taxes reddit 2021 are fields that fall under UN sustainable development goals.
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It turns out that if you look at the companies that are filing green patents and being awarded them, that has incremental predictive power. Now is that sustainability?Huge announcement release of source codes and inflation due to binance contest
Absolutely it is. But we can also incorporate that in a value factor. What's the intuition? I think these UN sustainable development goals are not only really important problems for society, but they represent highly profitable opportunities for corporations, too.
And if you happen to be able to go some way to deliver clean water or renewable energy, I think, well, those are just tremendous commercial opportunities, too. And so, for those companies that are taking that leap, it is risky, but it will be rewarded, and we can incorporate that into a value factor. Oscar Pulido: And just to clarify Andrew, so what cryptocurrency taxes reddit 2021 saying is that there are a number of ways in which we can identify characteristics source value companies, but green patents would just be another one of those characteristics that we can look at and that also happens to be a way to think about E, S, G investing as well?
Andrew Ang: That's right. A second example is looking at corporate culture. And culture absolutely matters. But sometimes it's a bit hard to get a quantitative signal from something that's more cryptocurrency taxes reddit 2021 in nature. But Cryptocurrency taxes reddit 2021 think please click for source would agree that culture matters.
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And we borrow research that looks at corporate culture in five pillars: innovation, integrity, quality, research and teamwork. And cryptocurrency taxes reddit 2021 use machine learning techniques, we go through textual documents, we look at the 10, broker-dealer reports that BlackRock receives every year, and we build a dictionary from these machine learning techniques, a dictionary that captures all of these five pillars of corporate culture.
We then go through and we count the frequency of that dictionary measuring corporate culture. We make some adjustments like for the total length of the document and for some other things, but at the end of the day, we come up with a quantitative signal for corporate culture. And that's a non-financial version of quality. We've cryptocurrency taxes reddit 2021 thought about quality with traditional balance sheet and this web page income statements.
But now we can think cryptocurrency taxes reddit 2021 more qualitative, sustainable versions of quality, too. Oscar Pulido: So, you've mentioned value and momentum and quality and these terms for factors, so are what, is what you're saying that ESG itself is a factor?Bueno ya es problema del gobierno que ordene la emigración.
Can we think about if I invest in cryptocurrency taxes reddit 2021 manner consistent with high ESG scores, that I, too, will earn a premium in terms of return over the long term, the same way I have with some of the factors that you've studied for many years?
Andrew Ang: That's a great question, Oscar. And I view it that we can use click ESG information to enhance and improve the definition of factors. But the factors themselves have to meet these various criteria.Its super bullish longterm
They have to have an economic rationale. They have to have long time series. We want differentiated cryptocurrency taxes reddit 2021 and we want to offer them at scale, these four criteria that we talked about earlier.
And not all of these sustainability metrics will fit those criteria. To the extent that we can incorporate those with sustainable data, of course we're going to do it. But sustainability by itself, well, not all of the sustainable data will fit these cryptocurrency taxes reddit 2021 criteria as factors. Oscar, let me take a step back and give some comments read article the overall framework for integrating sustainability with factor investing.Inpa ipo english full 54 уровень
Factor investing, the first seminal work on this was Graham and Dodd in And they were cryptocurrency taxes reddit 2021 accounting professors at the institution that I taught at as a professor for 15 years, Columbia University. Well they didn't use those words, but they actually did talk about sustainability. They talked about the character of management. They talked about sector and industry trends which we will classify today as environmental concerns.
And they also talked about S, which in their language was conservatism. They didn't have a way to think about quantitatively measuring these. So, ESG has been with us for a very long time, cryptocurrency taxes reddit 2021 what we're doing with factors is that we always want that economic rationale. We look at value, quality, momentum, size, minimum volatility, but we're going to do it with the latest research.
We want to buy cheap, but we want to buy cheap now with traditional measures and also using green patent value. And we want high quality companies, but we want visit web page look beyond the earnings and maybe also look at the quality of management. And so, there's a natural evolution.
Factors have been always at the forefront of incorporating big data and new research techniques and now we go to Cryptocurrency taxes reddit 2021 and machine learning.The trader can exchange Bitcoin for US Dollars and vice versa. For this contest it's critical to understand that yes it's a design for cryptocurrency taxes reddit 2021 t-shirt but we intend to use the same designs on a hoodie, phone case, hat, sticker, mug, magnet etc.
Factors and sustainability, they're like tea and biscuits. Oscar Pulido: And Andrew, another element that you've studied is the carbon profiles of factors.We're going to see a huge fall on BTC right now. There is a bunch of fake buy walls that will be removed. Watch and learn. Back to 11K in few hours.
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The real estate world has taken its share of the burden of the COVID pandemic, as people empty out of offices, hotels, and malls and work from their homes. LinkUp jobs data suggests the situation in the real estate industry will remain tough in June. In the three months between February and April, new private housing building permits in the United States declined 30 percent compared to January. AllClear, a New York City non-profit dedicated to empowering communities with technology and data to overcome COVID and get back on track, gives us an opportuntity for the first step in a data-based look into how the number of testing While researchers are working toward an answer to COVID, it seems that the average person has had enough on the topic.
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Car sales increased to 1. COVID death rates across the US demonstrate an interesting truth, with yet to be fully understood cause s as to how the pandemic has spread in the US: race matters.
Unfortunately for the US just click for source the world in terms of gaining It's some of the hardest hit US states, including Cryptocurrency taxes reddit 2021 Delivery dependence can be seen in the strong growth in downloads of delivery company apps, like FedEx, and package tracking apps, like Arrive, as estimated by apptopia. New downloads of package tracking apps are currently above the levels seen during the most recent holiday season.
While delivery Published - April 20, Data updated - May 26, A growing number of social protests have swept the United States this month in opposition to measures imposed to slow the spread of the coronavirus.
In the week spanning Aprilwe estimate that approximately In this edition of the WEO, the IMF shortened the forecast horizon to instead of the expected horizon and limited the number of indicators available in its statistical tables because of the high here of uncertainty in current global economic The tendency to buy domestic products has always been observed in consumer behavior.
In a pandemic situation, emotions are elevated and carry through to consumer behavior. According to Cognovi Labs, Americans cryptocurrency taxes reddit 2021 becoming cryptocurrency taxes reddit 2021 motivated to buy goods made in America.
One of the reasons for this change in motivation is the desire of Americans to avoid dependence on other countries for vital goods.
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At the beginning of March, consumers were panic buying face masks cryptocurrency taxes reddit 2021 exhausted supplies. Daily experience and surveys alike tell us that emotions greatly influence consumer behavior. Now that in many areas of the world life has come to Crypto easy standstill in anticipation of the end of the pandemic, it is especially important to gain cryptocurrency taxes reddit 2021 and reliable insights into consumers' emotional states.
Cognovi Labs, an alternative data provider, uses artificial intelligence to measure the emotions of a population and evaluate consumer emotions and intentions in the United States. Cognovi Labs The coronavirus outbreak has affected American consumer patterns and business interactions.Stepanov55 kicked for spam! (1/1)
According to SimilarWeb, which provides web traffic data from various web services, web traffic patterns shifted immediately after the first reports of confirmed COVID cryptocurrency taxes reddit 2021. These shifts give investors important information about the extent of impact cryptocurrency taxes reddit 2021 end users as well as about unique industry-specific formats of running business during the COVID pandemic.
While travel, airlines, and hotel As the coronavirus infections curve worldwide has shifted over more info weeks to become still steeper, entire companies have begun switching to remote work operations. Many industries, such as air travel, tourism, and retail are undergoing rapid business Published - March 18, Data updated - June 15, The US consumer price index ticked up 0.
You may wonder, "What does that really mean for US consumers? In its most recent survey, Prosper asked consumers about their concerns with regard to the Has travel been affected by the coronavirus, and if so by how much and where?Especial Coronavirus.
The overall volume of passengers traveling by air affects many of disparate industries - cryptocurrency taxes reddit 2021 just airlines but travel sites and aggregators that sell tickets, hotels and car rental companies that rely on airports for a large volume of their business, credit card companies, restaurants and retailers.
The list can go on. To try and gauge the impact that a reduction in travel due to the coronavirus might be Recent news reports have highlighted an increase in foot traffic for Costco as the spread of the coronavirus spurs people to stock up on essentials. Advan ran a detailed analysis of true foot traffic at Costco.
The graph cryptocurrency taxes reddit 2021 shows average daily traffic for each month since Octoberwith year-over-year changes overlaid. InDonald Trump promised to reduce taxes and drive rapid economic growth, get rid of federal debt and create new jobs. Over the duration of his presidency, he's made new pledges and claims that can—and frequently are—cross-checked with official data.
Today we're tapping into our deep catalog of official US government data to share a couple of examples of how you can use this data to evaluate some of the pledges and claims of President Trump to cryptocurrency taxes reddit 2021, "How is that continue reading out? The number of people affected by the coronavirus globally may seem relatively small — just over 14, deaths andpeople infected — yet without containment, especially to avoid spread to countries with weaker healthcare systems, the human and economic Last Wednesday 15 JanuaryChina and the United States signed 'phase one' of their bilateral trade deal to halt an immediate further click here in cryptocurrency taxes reddit 2021 by either country.
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Cryptocurrency taxes reddit 2021 the late June meeting between presidents Xi Jinping and Donald Trump in Osaka, Trump assured American farmers that trade talks would resume and that China would buy a tremendous amount of food and agricultural products very soon. Yet, in the month since, no significant purchases have been announced and no information is publicly available on large purchases in Government funding for higher education tumbled in the aftermath of the global financial crisis, but has since rebounded, growing approximately 20 percent in the last 5 years.
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While it is the first decline in the history of quarterly GDP growth records, which date back toannual Learn more here, which has a longer cryptocurrency taxes reddit 2021, dropped below zero once before in It is still unclear whether the Chinese economy will register a decline at the end of Housing represents a growing source of cryptocurrency taxes reddit 2021 pressure for Americans, and the data suggests American's desire for space is at least partially to blame.
Inhousing represented 33 percent of total US household expenditures, with rent and mortgage—as compared to other household expenses like furnishings and utilities—making up about 60 cryptocurrency taxes reddit 2021 of the household budget, according to the US Bureau of Labor Statistics.
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