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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. But we're going to have reduced volatility.Hello, I have a problem when it comes to linking my account with the authenticator google tells me a link error
And I think you also want companies that have less volatile earnings with lower leverage. I think that's just prudent 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.Already, reply email say post screenshot in our telegram group as proof.
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 investors some opportunity to take on time-varying factor exposure potentially as an incremental source of returns. And then finally, while we want to hold diversified portfolios in a multi-asset context, in there, we want diversification across all of those macro factors.
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 best cryptocurrency to mine 2021 reddit, too. Oscar Pulido: So, Andrew, having done some good education here around factor investing, best cryptocurrency to mine 2021 reddit 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 investment risk. So, when you think about factor investing, a space 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 up 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. And 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. 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 please click for source investors but also managers and employees and sometimes even regulators.
And then finally, we might have G, governance, which I think if done properly might actually reduce risk. So, it actually fits into that reward for best cryptocurrency to mine 2021 reddit category.
But what's really important is this economic rationale, because for those sustainability signals that do fall into these categories, some, best cryptocurrency to mine 2021 reddit not all, we're absolutely going to use them to generate alpha, to have higher returns and to reduce risk for investors.
And Oscar, I'd love to share some of best cryptocurrency to mine 2021 reddit latest research that we've had on using ESG or using sustainability best cryptocurrency to mine 2021 reddit 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 that 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 is 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.What the next stop xrp on next leg up? Yesterday was nice support
They monetize best cryptocurrency to mine 2021 reddit 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 patents are fields that fall under UN sustainable development goals. 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?
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Absolutely it is. But we can also incorporate that in a value best cryptocurrency to mine 2021 reddit. 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 you're saying is that there are best cryptocurrency to mine 2021 reddit number of ways in which we can identify characteristics of 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 qualitative in nature. But I think everybody would agree that culture matters. And we borrow research that looks at corporate culture in five pillars: innovation, integrity, quality, research and teamwork.
And we 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 click the following article 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 best cryptocurrency to mine 2021 reddit 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 usually thought about quality with traditional balance sheet and earnings income statements. But now we can think about 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? Can we think about if I invest in a manner consistent with best cryptocurrency to mine 2021 reddit 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 best cryptocurrency to mine 2021 reddit that you've studied for many years?
Andrew Ang: That's a great question, Oscar. And I view it that we can use certain Go here information to enhance and improve the definition of factors. But the factors themselves have to meet these various criteria. They have to have an economic rationale. They have to have long time series.Perdon, no me expliqué. En los pinbar o hanging man, es importantr el color?
We want differentiated returns 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 same criteria as factors. Oscar, let me take a step back and give some comments about the overall framework for integrating sustainability with factor investing. Factor investing, the first seminal work on this was Graham and Dodd in And they were two accounting professors at the institution that I taught at as a professor for 15 years, Columbia Best cryptocurrency to mine 2021 reddit.
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. Go here 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, but what we're doing with factors is that we always want that economic rationale.
We look at value, quality, momentum, size, best cryptocurrency to mine 2021 reddit volatility, but we're going to do it with the latest research.How to make money in 2021 with cryptocurrencies
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 to 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 AI and machine learning. Factors and best cryptocurrency to mine 2021 reddit, they're like tea and biscuits.
Oscar Pulido: And Andrew, best cryptocurrency to mine 2021 reddit element that you've studied is the carbon profiles of factors. And obviously carbon is a big part article source the sustainability discussion.
So, what have you found with respect to this topic? Andrew Ang: Yeah.Sovren cryptocurrency exchange
These are really interesting. So, again, if you're a factor investor, generally speaking, if here take these multi-factor combinations, diversified across these style factors, you actually have below average carbon emissions. So, already, if you're a factor investor, you're green. What's very interesting is that we can incorporate both ESG and carbon together.
Let me give you an illustration of that. So, we want to improve ESG. best cryptocurrency to mine 2021 redditPetro: Venezuela’s conflicting news about its cryptocurrency
We want to lower carbon. What's the first kind of company that we might want to select? Well, it's a company with highly rated ESG scores, low carbon emissions, but it's one that happens also to be cheap and trending up with also traditional balance sheet and earnings definition of quality. And if we had to remove one company, say, because that company had ESG scores that were too low or it was emitting too much carbon, then the first sort of company we might consider excluding from our portfolio would be https://bitcash-trade.site/cryptocean/1163.php company best cryptocurrency to mine 2021 reddit really expensive and probably is very volatile.
And it has low quality earnings.
And that's why in an active formulation we're able to make these improvements. We can take the same historical returns as these traditional factors, but by optimizing them together, well you can have your cake and eat it too.
Andrew Ang: We want to continue pushing, best cryptocurrency to mine 2021 reddit by research, these sustainable data and insights into our factor definitions. Let me give you one more. It's on deceptive language. And when companies make statements, they make public statements in their earnings calls, they have communications, sometimes that language can be a bit evasive or deceptive.
And we can pick that up again with modern machine learning techniques. And the companies that are more transparent with less deceptive language, they tend to outperform.Multiple Signals Alert:. XLM/BTC Bearish RSI Divergence | Interval: EOD. BCH/BTC SMA 50 & 200 CrossOver Alert | Interval: 1h
In fact, you wrote a textbook on factor investing. It's pages. I looked it source. And there's going to be a lot of folks working from home over the next couple of weeks, and they might want to pick it up off the shelf.
But what got you interested in this topic in the first place? Andrew Ang: Thanks, Oscar for reading all plus of best cryptocurrency to mine 2021 reddit book.I said that nearly 2 1/2 hours ago and predicted that it will go up.
I was born in Malaysia and during the late s and early s that country went through a series of pretty bad race riots, and my parents were searching somewhere safe to bring up their family, and they migrated to Perth, Australia.
And we were one of the first Asian families in this wave of migration there. And I was just different. For many years I was only non-white kid in class.
You have to question like why and what difference does it make and https://bitcash-trade.site/icx/cryptocurrency-coin-exchange.php should you do about it? I was really fortunate, and I'm so grateful for all of those opportunities growing up in Australia. Best cryptocurrency to mine 2021 reddit to be Australian and proud to be American, too. And that questioning of why led me to become a professor. And I left Australia.Develop cryptocurrency exchange
I did my PhD at Stanford and that was where I fell in love intellectually with factors because it looked one level deep to not the color best cryptocurrency to mine 2021 reddit the skin that you have or the shape of your body, but to your character. And that's why I describe factors as the soul of investing. It's what really matters, what drives returns.
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Oscar Pulido: And since coming to BlackRock, you recently starred in a number of different videos with celebrities from different industries, so Danny Meyer, the restauranteur, Idina Menzel, the actress, and basketball coach, Doc Rivers. Who would be on your list to speak to next?
You can't get another person with best cryptocurrency to mine 2021 reddit same, I mean, the business that she's built, the leading light that she is, TV personality, award winning actress, and just the integrity of her person.Kraken com review
We're ending each episode of our mini-series on sustainability with a question to each of our guests, which is, what's that one moment that changed the way you thought about sustainability? Andrew Ang: Well I have two kids, Oscar, and just best cryptocurrency to mine 2021 reddit about their future and we're also in the business of building futures, not only for ourselves, but for future generations.I'm in the space since 13'
And of course, we have to think about sustainability, but it's not only for the sake of being sustainable. It's also about being able to create better outcomes for our clients. And factors and ESG, they're like tea and biscuits. We can do both. Oscar Pulido: Thank you so much for joining us Andrew.
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It's been a pleasuring having you on The Bid. Jack Aldrich: Last week, the coronavirus drove a massive market sell-off. Welcome to The Bid. Jack Aldrich: To put it in very technical terms, last week was a bad week for markets. Walk us through what happened and why. Mike Pyle: My basic assessment as to what occurred was up best cryptocurrency to mine 2021 reddit the very tail end of the week before last, markets were effectively discounting coronavirus as a China-specific public health challenge that had global economic repercussions, best cryptocurrency to mine 2021 reddit fundamentally something that was contained to China and best cryptocurrency to mine 2021 reddit region; and then propagating out as an economic matter.
And I think what we saw at the very tail end of the week before last, and certainly throughout last week, was a growing reassessment of that underlying assumption from best cryptocurrency to mine 2021 reddit participants as it appeared as if the dimensions of the public health challenge were spilling over out of China into other parts of the world, including increasingly Europe and other developed markets. And I think that that reassessment from a China public health challenge to something with regional and global economic implications to a global public health challenge with even larger global economic implications, potentially, is really what drove that reassessment and the very extreme market moves we saw.
That obviously happened last week, with markets falling into a correction quicker than they ever had in history. Mike Pyle: So my assessment is there was no particular reason why we had to have a market event like what we had last week independent of the coronavirus. This continues to be an economy where the underlying health is quite strong; no particular alarm bells out there ringing in terms of recession risk, absent the coronavirus.
And so to my eyes, yes, can there be air pockets and what have you that markets hit from time to time? Of course. But I think in my eyes, the real emergence of this different phase of the coronavirus challenge really was just that core driver across really the course of last week.
To me, just the overwhelming click to see more last week was this new phase of the coronavirus challenge.This is what is referred to as tripping over dollars to pick up pennies or, if you will tripping over HEX to pick up eth
Jack Aldrich: And you mentioned how we were thinking about the markets beforehand, our base case being generally that global growth would edge higher this year. How have recent events changed that and how has this coronavirus development affected that view?
Mike Pyle: I think our view coming into the year exactly as you say was growth was going to edge higher, led by some of the more cyclical aspects of best cryptocurrency to mine 2021 reddit global best cryptocurrency to mine 2021 reddit trade, capex, led by places like the emerging markets and Japan. And I think that led us to not just have a relatively constructive attitude towards risk assets, both equity and credit, but also with particularity have greater emphasis on some of the more cyclical exposures in the global asset mix.
So, we wanted to offer a reassessed view of what the global outlook looks like, and I think it looks like a couple of things. One, the coronavirus challenge is very clearly odyssey price globally a quite material economic event. That said, our base case, to talk constructively for a moment, is still that this is a temporary shock of uncertain duration, but temporary, and when we get to the far side of this shock, we should see the global economy reaccelerate quite rapidly and financial markets follow behind.
That may be a little bit different for Europe, for Japan, some of these places that were already a little bit in the doldrums. But the underlying momentum best cryptocurrency to mine 2021 reddit the U. And we think that that still matters. I think there are best cryptocurrency to mine 2021 reddit risks as well.Bitcoin cryptocurrency stock price
And I think the best evidence early on is going to be, is China successful in bringing its economy back online without having the secondary outbreaks of a best cryptocurrency to mine 2021 reddit scale that cause them to have to pause or reverse? The second is just how big is the economic shock itself going to be best cryptocurrency to mine 2021 reddit the major developed markets? Global debt, which represents the outstanding credit provided by domestic banks and other institutions to households, non-financial corporations, and government, is quite simply the driver of the modern economy.
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Every day events around the world cause ripple effects that affect global, national, and best cryptocurrency to mine 2021 reddit levels of economic and political uncertainty. As uncertainty rises, we observe markets responding, whether you're tracking stock prices, commodity prices, or even interest rates. Today we have another more comprehensive measure available to On January 28,the US announced sanctions against Venezuela's state-owned oil company, PDVSA, a move to restrict socialist President Nicolas Maduro's flow of oil revenues and strengthen the hand of the opposition—led by Juan Guaidó—to trigger elections in Best cryptocurrency to mine 2021 reddit.
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The long-term societal shifts that we believe will persist through the pandemic. We hope you enjoy. Jeff Spiegel: Oscar, best cryptocurrency to mine 2021 reddit so much for having me.Bitcoin Daily News – 2020-06-09
Oscar Pulido: Oh, for sure. So, I can definitely relate to that. Now, these are, as I understand, long-term structural forces that are shaping the way we live and work.
Jeff Spiegel: So, as you said, megatrends best cryptocurrency to mine 2021 reddit long-term transformational forces that are really changing the way we live and work. Today, a number of them are source having really once-in-a-lifetime moments where those long-term forces are aligning with short-term cyclical drivers.
Simply put, the world will be different after COVID, one example of that is going to be the acceleration of key megatrend themes that were already coming and are now going to arrive even faster.
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The first is technology: areas like AI, cybersecurity, networking, data. The second is demographics. For the first time in less than 10 years, there will be more grandparents than grandchildren in the U.Especial Coronavirus.
Third is urbanization, which is about the move to cities. In the EM markets in Asia and Africa, that number is less than half. Fourth is climate change. And lastly emerging global wealth. Oscar Pulido: So, Jeff, as you mention these five megatrends, it sounds like investing in any one of these is really about investing in multiple sectors of the economy.
It feels like you would have sort of cross-sector type investments if you were trying to pursue these megatrends. Is that the right way to think about it? Jeff Spiegel: Exactly. So much technological innovation is getting adopted in non-technology areas. Think about the use of robotics in industrials, the use of artificial intelligence in communication services, the use of big data techniques in best cryptocurrency to mine 2021 reddit.
Traditional sector strategies tend not to really capture megatrends, which again, gets back to that point that they tend to be cyclical. Oscar Pulido: So, if megatrends are long-term and structural and meant to persist over many decades, you mentioned your best cryptocurrency to mine 2021 reddit is quite short these days.
But we know that market downturns are also opportunities, rebalancing the equities during these declines allows investors to recoup their losses and often then some when the market does eventually come back and it always has.
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So, cyclical downturns are often pivotal moments for megatrends. They may suffer with the broad market in a sell-off when selling can appear kind of indiscriminate across asset classes and market segments. Sometimes they can sell-off even harder than the overall market, but they tend to outperform in the aftermath.It been 5-6 months I think
So, ecommerce is a really neat example of that. Before the financial crisis of, we all knew ecommerce was coming, more shopping was happening online, firms were starting to dominate retail sales.
That best cryptocurrency to mine 2021 reddit the financial crisis was a huge opportunity to buy the ecommerce megatrend at significantly reduced valuations. Jeff Spiegel: Yeah, best cryptocurrency to mine 2021 reddit I would say that the farthest I am traveling on most days is to go down and get those packages and that is one of the highlights of my day at the moment to be sure.
And then as far as urbanization and climate change, these are places where we expect that subsequent rounds of government stimulus have the potential to drive outperformance as people are put back to work in these areas.
So, we know the long-term structural theses behind these megatrends. Oscar Pulido: You mentioned a number of interesting themes. So, how are we seeing this play out and what implications does this have for after a vaccine is ultimately developed? Jeff Spiegel: So, the vaccine is a key question for society and our safety.
We saw genomics and immunology as key areas of medical innovation before best cryptocurrency to mine 2021 reddit this started. Breakthroughs in mRNA sequencing are allowing scientists to decode the disease at an incredibly rapid pace. So, the major drug companies at the forefront of vaccine development are relying on a range of firms in the field of genomics to enable them. Likewise, immunology is helping to incubate treatments that work directly with our immune systems. Not to mention, repurposing drugs in immunology that are used in places like rheumatoid arthritis, an autoimmune disease; not to create vaccines, but to treat those who are already infected.
The latter, that one firm is really hard to identify. Oscar Pulido: Let me also ask article source about the technology side of this.
Do you think that even after people begin returning to working in offices, will there be more remote work than there was prior to the crisis? Jeff Spiegel: So, I think the short answer is yes, right? If we think about this, in a matter best cryptocurrency to mine 2021 reddit weeks, virtually all corporate employees around the globe started working from home, non-essential medical visits became virtual, so did learning for hundreds of millions of students, maybe more than that. So, companies leading in remote software have therefore seen their products leveraged best cryptocurrency to mine 2021 reddit record rates.
So are data center wreaths which have been seemed surging demand for their services which power the transition. Is it the short term, is it long term? The answer is both. In fact, we see the cyclical tailwind pushing connectivity forward, meaning that the future is actually coming faster. So, companies have invested in work from home tech. They are learning what many tech companies have known and been adopting for years that virtual work is actually effective and therefore likely to proliferate after click here massive unplanned beta test that was effectively sprung on the world.
Oscar Pulido: And I imagine this has implications for cybersecurity, right? If companies have more of their employees working from home, they have to be thinking about the security risk. So, obviously more people on the networks and more people on the internet.
How are companies thinking about the risks to this?
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Here means firms are massively investing in the space. Jeff Spiegel: Yeah. This is a great example of where the structural and cyclical are colliding and really pushing megatrends forward. And today, AI is being applied to a range of crisis areas: understanding and mapping the pandemic, keeping track of those under quarantine.
Not to mention, many leading AI firms are actually lending their AI super computing power to drug companies enabling testing of treatments in days versus the months it would take using natural or more traditional computing power. Oscar Pulido: And lastly, you mentioned clean energy, and you also touched on best cryptocurrency to mine 2021 reddit change being one of the five megatrends.
But can you talk a little bit about the growing interest in sustainability and maybe more specifically renewable power. How do you see this continuing through the pandemic? In fact, governments have pledged two trillion dollars of renewable investments in the best cryptocurrency to mine 2021 reddit term. In a push driven by governments themselves, businesses, consumers, all around the world looking to go more green.
Short term, the stimulus the government is focused on so far is getting cash into the pockets of those who need it and ensuring the financial system keeps functioning. In the midterm, in subsequent rounds of stimulus, governments around the world are best cryptocurrency to mine 2021 reddit to put people back to work through infrastructure projects and a lot of those, we think, will be focused on clean energy.
So, despite the precipitous decline of oil, clean energy has been doing well and we expect that to continue or even accelerate even further when we see those later rounds of stimulus putting people back to work in helping us build out a green economy. Jeff Spiegel: The most important thing for investors to know unquestionably is that staying invested and rebalancing the equities is critical in a downturn.
Long-term structural shifts do present an opportunity to do that. So, I would encourage investors to look at areas with a wide range of names poised for that long-term outperformance and names that were poised for it even before this crisis.
But when it comes to investing, thinking long-term has proven to be a recipe for success. So, thank you so much for joining us today. It was a pleasure having you on The Bid. Index performance is for illustrative purposes only. Oscar Pulido: Over the past few weeks, the coronavirus has driven markets into turmoil. This market uncertainty has driven a lot of questions.
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What are the parallels between today and the financial crisis of ? Is this crisis worse?
What signs are we looking for which suggest we are on the path to recovery? Kate Moore: In terms of the economic environment going into the crisis versus today, they could not be more different. Kate Moore: Inwe had some serious and deep fractures in the economy. We had huge amounts of best cryptocurrency to mine 2021 reddit both at the household and the corporate level. There was a white-hot housing market that was a bubble primed for bursting.Us to regulate cryptocurrency
And we had significant imbalances across not just the U. It is temporary, it is transitory, and while it is tragic and scary, it is just not the same. Unemployment levels were at record lows before we started. We had much more solid corporate balance sheets, companies just never re-levered up in the same way that they had before the financial crisis. Buy raiden cryptocurrency.
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