Factor-Based Investing

Every dollar in a growth equity index reflects two decisions: which companies to own and how much of each to hold. Indexes form intricate systematic rules to make the first decision. The second decision—position sizing—is usually determined by market-cap weighting.

LPL Research analyzes bond markets as yields rise, exploring Fed policy expectations, inflation trends, and whether bad news is already priced into Treasuries.

Equity markets should remain supported by strong earnings and capital investment trends through 2026, but market concentration and macro risks leave less room for error.

In Part 1, we explored why Dollar Dominance Remains Alive and Well. Today, we will explore the stronger-dollar trade, the one macro trade that nobody is sized for.

The Numbers Are Staggering – The Magnificent Seven stocks now carry a combined market cap larger than the GDPs of Germany, Japan, India, and the UK combined. Meanwhile, 2025 tech-sector capital expenditures rivaled the peak-year spending of the Manhattan Project, rural electrification, the Apollo moon shot, and the Interstate Highway System — all at once.

While job growth has reaccelerated, supporting consumption, the underlying income picture is less encouraging.

As we go to press, fighting in the Mideast has escalated, sending crude higher, but stocks, in early Monday trade, have shown remarkable stability following Friday’s deep selloff.

Our broad message for the second half of 2026 is this: Income still matters, but investors should be selective. Despite the recent rise in Treasury yields, we suggest investors favor a below-benchmark average duration with their bond holdings, favoring short- and intermediate-term maturities.

Ride the momentum wave. Discover how tech-fueled factors propelled momentum and high-beta ETFs to historic, benchmark-crushing gains.

When it comes to systematic investing, numbers tell only part of the story. Traditional quantitative models rely on prices, earnings, and balance sheet data, but words matter too.

The U.S. economy appears resilient, judging from key economic measures. AI-driven capex continues to power investment, support equity markets, and sustain a wealth effect that has propped up consumption. Real GDP growth remains positive. Private sector balance sheets are in generally good condition and many higher income and wealthy households have benefited from equity markets gains.

We are expecting inflation in energy prices and a decline in interest rates when the poop hits the AI mania fan. For these reasons, we are overweight in oil stocks and home builders. These industries prospered in the 1970s, once the stock market mania broke in late 1972!

Even if the Middle East war does find a lasting settlement, the specter of inflation appears poised to hang over the markets. Indeed, while employment data had, up until recently, been the primary focus for investors, arguably, inflation reports have now moved into the ‘leaderboard’ position.

Learn what's in store for the remainder of 2026 and the challenges that lie ahead in our mid-year outlook for U.S. stocks and the economy.

A strong business isn’t always a winning stock at every moment, and 2025 was a good reminder of that. Developed market equities finished the year up more than 20%, but quality stocks lagged. That’s why Parametric favors a multifactor approach to capture factor risk premia.

Get ready for a magnificent month, and then some. Mega-cap tech stocks dominate the corporate event calendar in June, already highlighted by NVIDIA (NVDA) CEO Jensen Huang’s keynote address at Computex 2026 in Taiwan earlier this week, one of many major conferences.

Last week, several Fed members signaled the central bank may have to raise interest rates to cool price inflation.

If you’re not familiar with the name Leopold Aschenbrenner, you should be. A 24-year-old wunderkind, Aschenbrenner was hired by OpenAI in 2023 to work on the company’s “superalignment” team, essentially trying to figure out how to keep AI systems safe once they become smarter than the people building them.

The ETF landscape includes a wide variety of innovative, intriguing funds that look to meet investor goals. From equities to fixed income, all kinds of strategies offer intriguing spins on areas like income and dividends.

The essential feature of a useful alternative asset isn’t that it’s unusual or exotic, but that its returns aren’t tightly linked to the risks that already dominate the portfolio. The value of an alternative asset comes from the way it interacts with the other assets in the portfolio.

The dollar is supposed to be dying. We’ve heard that argument for the better part of a decade, and it’s getting louder, not quieter. Dollar dominance isn’t fading. In fact, the events of late April 2026 just delivered the loudest counter-signal in years.

Many debates in defined contribution (DC) circles focus on fees, new asset classes, and ever more complex solutions. But the biggest improvement available to plan participants may come from something far simpler: how their fixed income is managed.

The next IPO wave may create a different kind of portfolio challenge for institutions already holding private stakes in companies like SpaceX and OpenAI.

Equity investors are facing monumental questions about their allocation strategies in a new market regime. Market concentration has risen sharply, valuations have climbed to record highs in parts of the market and factor volatility has dominated returns.

The push for international equities diversification continues amid shifting global macroeconomic conditions. These days, investors have more options when it comes to international exposure. Given the current market uncertainty, they may want to put quality at the forefront of their decision-making process.

US growth stocks underperformed in early 2026 amid AI disruption fears and an unresolved conflict in the Middle East. But these stresses could create favorable conditions for selective, diversified investors to unlock long-term growth potential in a rotating market.

Despite these higher costs, a projected 45 million Americans are expected to travel at least 50 miles from home this weekend, setting a new record. Close to 40 million will drive while some 3.7 million will fly.

On May 26, 1896, Charles Dow calculated a simple arithmetic average of 12 industrial stocks and arrived at a closing value of 40.94. Now, exactly 130 years later, that same benchmark has crossed the historic 50,000 threshold.

Since the post-COVID recovery began, U.S. nonfinancial corporations have generally managed capital conservatively. They have kept credit metrics stable and, in many cases, actively improved them. That discipline was not entirely voluntary: The sharp adjustment in funding costs triggered by the Federal Reserve’s 2022–2023 rate hiking cycle raised the bar for incremental borrowing and pushed management teams toward balance sheet restraint.

Chasing performance by deviating from a benchmark has long been the hallmark of active managers. But it may be time for a rethink. Our research suggests that investors allocating to core equities should consider refreshing the criteria they use to identify portfolio managers that can consistently beat their benchmarks.

Industry discussions on Janus Henderson’s ETF lineup are typically centered around its fixed income funds given the firm’s history in this asset class. However, the issuer also has equity ETFs that are garnering attention, which include a fund that’s close to crossing the $1 billion assets under management (AUM) threshold: the Janus Henderson Small-Mid Cap Growth Alpha ETF (JSMD).

Nvidia is now a textbook fit for quality-focused indexes in ETFs given its strong underlying business fundamentals. The company has become the smartest kid in the quality classroom, scoring exceptionally high on metrics like high return on equity (ROE), strong return on invested capital (ROIC), stable earnings growth, and low balance sheet leverage.

Recently, Matthew Bartolini, global head of research strategists at State Street Investment Management, sat down with VettaFi to discuss where inflation stands, opportunities within portfolio construction, and much more.

Global bond yields are reaching frightening levels due to the continued war in Iran and the effective closure of the Strait of Hormuz. Continued high oil prices and the threat of reverberating inflation are causing investors to demand higher yields on government bonds.

With mega tech AI capital expenditure projected to cross a staggering $660 billion to $750 billion, according to estimates from firms like Goldman Sachs, CreditSights and Bloomberg, saying the stakes are high for Nvidia and the AI ecosystem is an understatement. It’s no wonder we can focus on little else this week.

While most institutional investors recognize that private equity and public equity share similar economic risks, they often seem to ignore how their aggregate equity portfolio is affected by their substantial allocation to private equity.

The exchange-traded fund marketplace continues to expand. Now with more than $20 trillion in assets under management ($14 trillion in the U.S., growing at an 18% five-year annualized clip), 2026’s volatility and emerging investment themes have taken the universe to new heights.

The rapid deployment of artificial intelligence (AI) is evident; 99% of CEOs say their companies are investing in the technology. Apparently, AI is also quick at garnering assets. Launched less than three months ago, the Pictet AI Enhanced US Equity ETF (PQUS) is already approaching the $100 million mark in assets under management (AUM).

Nineteenth-century oil processing plants used simple, column distillation of crude oil to produce kerosene, which was in high demand for lighting lamps. The process also yielded a dangerously flammable byproduct called gasoline which had no obvious use.

That Buffett cash hoard has also created a lot of speculation, innuendo, and assumptions, which is what I want to walk through in today’s discussion. Primarily, what that cash hoard actually represents, the popular theories explaining it, and what it really costs shareholders to hold.

Against this challenging macro backdrop, a stark divergence is expected as major retailers report earnings next week. Discounters are projected to perform well, with Walmart (WMT) expected to outpace Target (TGT) by gaining market share from high-income households trading down for groceries, while Target remains more vulnerable due to its heavier mix of discretionary goods.

Explore how Women in ETFs & CFAOC experts believe AI will supplement, not replace, financial professionals.

Investing in emerging markets (EM) used to be synonymous with getting exposure to China. It’s an ideal notion, given that it’s the second largest economy and thus commands a heavy weight in standard EM benchmarks. Challenging that narrative today is a changing geopolitical landscape, which continues as U.S. president Donald Trump visits China in a high-stakes meeting between the two economic superpowers.

With the war in Iran dragging past the original ceasefire deadline, how might the situation impact global energy markets—and other sectors—from here? To cut through the noise, we asked Luke Pryor, Security of the Future Portfolio Manager and Co-Portfolio Manager of Strategic Equities, to share his oil and gas industry expertise.