https://www.efficientaphla.com/blog daily 1.0 2025-12-30 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1586272904249-4L1CCI8OQGC0AJNOVMQ4/image-asset.jpeg Blog - Data driven We believe that the most effective way to reduce information asymmetry is by producing data based on the optimal model - the efficient frontier, similar to modern portfolio theory. This implies that our provided insights are considered "efficient" only when they have the highest expected level of accuracy for their level of noise. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/9a97674f-4943-466b-865d-db1cab573634/fredgraph+%282%29.png Blog - Chart of the Month A 10-2 treasury spread that approaches 0 signifies a "flattening" yield curve. A negative 10-2 yield spread has historically been viewed as a precursor to a recessionary period. A negative 10-2 spread has predicted every recession from 1955 to 2018, but has occurred 6-24 months before the recession occurring, and is thus seen as a far-leading indicator. * *Source Department of the Treasury https://www.efficientaphla.com/blog/netflix-vs-paramount-a-high-stakes-battle-for-warner-bros-discovery monthly 0.5 2025-12-30 https://www.efficientaphla.com/blog/beneath-the-noisea-risk-assessment-of-the-late-cycle-landscape monthly 0.5 2025-04-23 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1744859563388-3DFKIIXAUX1H0HG6GZ6U/Screenshot+2025-04-16+9.11.28+PM.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1744859563291-590XJQ6IWA7P7E2Z4LSR/Screenshot+2025-04-16+9.03.52+PM.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/483e39b2-3562-48d9-9f9b-fb51575b905e/Screenshot+2025-04-18+1.50.57+AM.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1744858250427-JAUVR5U31TC6EFQFJU3D/Screenshot+2025-04-16+8.48.23+PM.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1744858250534-522QFRJ8RIOPIIIAH82K/fredgraph+%284%29.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/3bb2a740-5e24-48a0-8d92-8e0ac7767f8e/Screenshot+2025-04-16+9.22.49+PM.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/a3c041dc-7c19-4caf-81c4-834aa1ec20dd/Screenshot+2025-04-18+2.04.18+AM.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/7d01df21-444f-4c5b-a80d-7cdbb911a50e/donald-trump-tariffs.jpg Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape - Make it stand out President Donald Trump holds a chart as he delivers remarks on reciprocal tariffs during an event entitled "Make America Wealthy Again" at the White House in Washington, D.C. on April 2. Brendan Smialowski/AFP via Getty Images https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1744857904644-02257GI7QA10SIWSK2N2/fredgraph+%283%29.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1744857904774-LGCSFTCBSLMI2TW2J0XX/fredgraph+%282%29.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/4dd7eb8d-b075-41d4-8a29-3575d09abd5b/Screenshot+2025-04-16+9.00.11+PM.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/9fc686f3-0864-47a1-b6c2-74dc317c8aec/Screenshot+2025-04-16+8.37.45+PM.png Blog - Beneath the Noise—A Risk Assessment of the Late-Cycle Landscape - Make it stand out The US LEI fell again in February and continues to point to headwinds ahead,” said Justyna Zabinska-La Monica, Senior Manager, Business Cycle Indicators, at The Conference Board. “Consumers’ expectations of future business conditions turned more pessimistic. That was the component that weighed down most heavily on the Index in February. Manufacturing new orders, which improved in January, retreated and were the second largest negative contributor to the Index’s monthly decline. https://www.efficientaphla.com/blog/chinas-stimulus-sparks-massive-opportunity-amid-historic-short-squeeze-a-hedge-fund-perspective monthly 0.5 2024-09-28 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/96fc57c9-8df0-49d2-af1b-85f985ea4eb4/20240928_154519.jpg Blog - China’s Stimulus Sparks Massive Opportunity Amid Historic Short Squeeze: A Hedge Fund Perspective - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/510a197e-94c5-4f81-91a6-46eb99e80f10/20240928_154351.jpg Blog - China’s Stimulus Sparks Massive Opportunity Amid Historic Short Squeeze: A Hedge Fund Perspective - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1727560281976-J20XG57DHXGKB2G5799Z/Screenshot+2024-09-28+3.48.59+PM.png Blog - China’s Stimulus Sparks Massive Opportunity Amid Historic Short Squeeze: A Hedge Fund Perspective https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1727560282031-KDDTKFFT7GCEM3NF52X0/Screenshot+2024-09-28+3.47.27+PM.png Blog - China’s Stimulus Sparks Massive Opportunity Amid Historic Short Squeeze: A Hedge Fund Perspective https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1727559598876-SE9N6P6H25YLM2KMFRX2/Screenshot+2024-09-28+3.38.51+PM.png Blog - China’s Stimulus Sparks Massive Opportunity Amid Historic Short Squeeze: A Hedge Fund Perspective https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1727559598923-555B4L98WTNMPVEKMNZC/Screenshot+2024-09-28+3.35.25+PM.png Blog - China’s Stimulus Sparks Massive Opportunity Amid Historic Short Squeeze: A Hedge Fund Perspective https://www.efficientaphla.com/blog/bear-market-fatigue-are-investors-too-tired-to-panic monthly 0.5 2023-05-01 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/afc05c7a-ec53-4edc-a5cb-fa8c009017eb/Screenshot+2023-04-14+3.52.05+PM.png Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1681508891738-AW5T3T3M7MFB315JGPHJ/unsplash-image-aTlp4VoCCw4.jpg Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out The root cause of the SVB crisis can be traced back to the post-financial crisis era when credit pipes were rebuilt in ways that made the financial system safer but also opened up new gaps. Banks, unable to find profitable uses for the deposits they received, started investing more in government bonds and government-guaranteed mortgage issuance, which accelerated during the pandemic due to a surge in deposits from monetary policies. Some banks took on more duration than others, and those that miscalculated how likely they were to hold on to their deposits and moved out on the duration curve are now struggling and failing. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/01be1160-6b3a-4988-a123-e5a046b2d0db/Screenshot+2023-04-14+2.35.45+PM.png Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out According to Justyna Zabinska-La Monica, Senior Manager of Business Cycle Indicators at The Conference Board, the Leading Economic Index (LEI) for the US declined for the eleventh consecutive month in February. This was due to eight out of the ten components showing negative or flat contributions, despite improving stock prices and a better-than-expected reading for residential building permits. Although the rate of decline has slowed down in recent months, the LEI still suggests a risk of recession in the US economy. However, it's worth noting that the recent financial turmoil in the US banking sector is not reflected in the LEI data but could have a negative impact on the outlook if it persists. The Conference Board predicts that rising interest rates combined with declining consumer spending are likely to push the US economy into recession in the near future. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/7a664c90-aa1b-46c4-99ef-4ad3a1f39714/economic-equilibrium1.png Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out The market-based economy is efficient due to supply and demand determining capital allocation and consumption behaviors. Economic equilibrium is the state where market forces are balanced and prices stabilize. Prices indicate where the equilibrium is, and if prices are too high, demand decreases, while if prices are too low, demand increases. However, economic equilibrium is a theory because markets are dynamic, and the equilibrium is constantly evolving. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/017b90e4-3de1-4a89-a0e4-d9cb4ca9643c/Screenshot+2023-04-14+5.54.28+PM.png Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/8263ea95-80f6-4a1f-a4ab-af5c7d6e6660/Screenshot+2023-04-14+3.02.33+PM.png Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/a67e5d0f-ac46-4543-8313-7f7d891dc087/Fs9LZcCX0AAwbJF.jpeg Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out The collapse of the Dow Jones Industrial Average after 1929 and the Nasdaq Composite after 2000 both saw falls of about 80% over three years. Yet both also experienced several bear market rallies when the index recovered by 20% or more, only to continue falling. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/b9faceab-b5f3-4426-924b-80d861d75930/FsKXBNTXwAAOLs-.jpeg Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/0d2c372a-00f8-439b-aa6d-ba6aee58eda8/FQuY_2oX0AUpZ1K.jpeg Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/08bf8e1f-2a3e-425e-87f1-479620578f82/16+-++FED-HasSeldomMetItsInflation+%28006%29.png Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/a7fe184e-029b-4369-ae06-c07893e96380/Screenshot+2023-04-14+4.35.09+PM.png Blog - Bear Market Fatigue: Are Investors Too Tired to Panic? - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.efficientaphla.com/blog/mid-year-update-risk-assessment monthly 0.5 2021-06-23 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1624400834062-SBOL2B1QOGCO2H4G38UG/Screenshot+2021-06-22+6.26.20+PM.png Blog - Mid Year Update-Risk Assessment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1624306249570-1CE7KD2J8R1Z3HW6OWE3/unsplash-image-SIz6izQKxzs.jpg Blog - Mid Year Update-Risk Assessment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1624401126969-NGBMNNCJSC5YW3WBGJQP/Screenshot+2021-06-21+4.01.15+PM.png Blog - Mid Year Update-Risk Assessment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1624305118007-OJDIXUFRDRXBP15KY6U0/Screenshot+2021-06-21+3.51.12+PM.png Blog - Mid Year Update-Risk Assessment - Make it stand out “After another large improvement in May, the U.S. LEI now stands above its previous peak reached in January 2020 (112.0), suggesting that strong economic growth will continue in the near term,” said Ataman Ozyildirim, Senior Director of Economic Research at The Conference Board. “Strengths among the leading indicators were widespread, with initial claims for unemployment insurance making the largest positive contribution to the index; housing permits made this month’s only negative contribution. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1624401072509-VV6BNZ9AB8BDJDYMSQ5X/Screenshot+2021-06-22+6.30.52+PM.png Blog - Mid Year Update-Risk Assessment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1624319682311-3GH100G0CS12G9X6D6TU/Screenshot+2021-06-21+7.54.24+PM.png Blog - Mid Year Update-Risk Assessment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1624307324092-6QE5Z46SB50HRBTXS397/Screenshot+2021-06-21+4.28.30+PM.png Blog - Mid Year Update-Risk Assessment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.efficientaphla.com/blog/quick-take-2021-us-financial-markets-outlook monthly 0.5 2021-02-12 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1609895314651-QIJ6SKDX2WNJ573ECEO4/Screenshot+2021-01-05+at+8.07.49+PM.png Blog - 2020 Review - 2021 US Equity Markets Outlook The greatest call-buying frenzy since the dot-com bubble https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1609893070333-J285UGG2X4Q9LAV0EZK3/Screenshot+2021-01-05+at+7.28.53+PM.png Blog - 2020 Review - 2021 US Equity Markets Outlook “The US LEI continued rising in November, but its pace of improvement has been decelerating in recent months, suggesting a significant moderation in growth as the US economy heads into 2021,” said Ataman Ozyildirim, Senior Director of Economic Research at The Conference Board. “Initial claims for unemployment insurance, new orders for manufacturing, residential construction permits, and stock prices made the largest positive contributions to the LEI. However, falling average working hours in manufacturing and consumers’ worsening outlook underscore the downside risks to growth from a second wave of COVID-19 and high unemployment.” https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1609917835185-F5QYKTC9B3I7FGHDYFXC/Screenshot+2021-01-06+at+2.23.36+AM.png Blog - 2020 Review - 2021 US Equity Markets Outlook New orders in YoY-terms will be peaking in Apr’21 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1609893496758-YQMMSZQD7EHRVGN1A559/image-asset.jpeg Blog - 2020 Review - 2021 US Equity Markets Outlook https://www.efficientaphla.com/blog/nflx-a-growth-story-hitting-speed-bumps monthly 0.5 2021-01-04 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1603161045533-0GGU7NN54E0WRHNQOEHD/nflx+sub+q3.png Blog - Netflix - A Growth Story Hitting Speed Bumps “In the first half of this year, we’ve added 26m paid memberships, nearly on par with the 28m we achieved in all of 2019. However, as we expected (and can be seen in the graph below), growth is slowing as consumers get through the initial shock of Covid and social restrictions.” - Netflix management on their Q2 earnings report https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1603161482960-F6QFMVY57NTQWQ36ALH1/19886.jpeg Blog - Netflix - A Growth Story Hitting Speed Bumps https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1603160132823-ZXHJAWJ445ET0RNU0B1C/nflx.png Blog - Netflix - A Growth Story Hitting Speed Bumps Netflix U.S. monthly churn - ANTENNA’s September churn data shows U.S. Netflix churn up significantly to a monthly rate of 5.77%. This compares to a read of 2.86% in August of 2020 and 3.10% in September 2019. https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1603195462871-N4WAY5ZYAJHBL73C3GJD/21465.jpg Blog - Netflix - A Growth Story Hitting Speed Bumps https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1603161834240-ZG5MQIKJXO0F0WQGOZ9D/nflx+content.png Blog - Netflix - A Growth Story Hitting Speed Bumps https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1603159707636-MFS1VHKBZO9RXXRVPFM9/image-asset.jpeg Blog - Netflix - A Growth Story Hitting Speed Bumps https://www.efficientaphla.com/blog/us-equity-market-risk-assessments-cautions-ahead monthly 0.5 2020-11-23 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1597953867634-HZKYVICIS3EEECQL3T9X/Screenshot+2020-08-20+at+4.02.19+PM.png Blog - U.S. Financial Market Risk Assessments-2H 2020-Cautions Ahead “Despite the recent gains in the LEI, which remain fairly broad-based, the initial post-pandemic recovery appears to be losing steam. The LEI suggests that the pace of economic growth will weaken substantially during the final months of 2020.”- Ataman Ozyildirim, Senior Director of Economic Research at The Conference Board https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1597893244305-JBVQG4U12HGKLACJPY61/image-asset.jpeg Blog - U.S. Financial Market Risk Assessments-2H 2020-Cautions Ahead https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1597893846827-4DJWNZDMD54HB4R52PN8/image-asset.jpeg Blog - U.S. Financial Market Risk Assessments-2H 2020-Cautions Ahead https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1597891864110-RBTBY33CZJCU49F5UHFL/download%2B%25282%2529.jpg Blog - U.S. Financial Market Risk Assessments-2H 2020-Cautions Ahead NASDAQ led the “V” shape equity market recovery (Red); S&P 500 (Blue). https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1597890054143-MVHMO1CP04DHC2FU969V/Screenshot+2020-08-19+at+10.20.33+PM.png Blog - U.S. Financial Market Risk Assessments-2H 2020-Cautions Ahead The U.S. Q2 GDP contracted by -32.9%, coming after a -5% drop in Q1 (annualized rates). This officially put the United States into the textbook definition of an economic recession--a period of temporary economic decline, during which trade and industrial activity are reduced, generally identified by a fall in GDP in two successive quarters. https://www.efficientaphla.com/blog/third-times-the-charm monthly 0.5 2021-01-06 https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1596200726608-EADD1T4LQ8CXFMTG7SSU/Screenshot+2020-07-30+at+10.11.52+PM.png Blog - Chinese Equity - Third Time's the Charm? https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1596200609242-CWRIU5FF9I33UDUYU4E9/cny.jpg Blog - Chinese Equity - Third Time's the Charm? https://images.squarespace-cdn.com/content/v1/5e8c8db293954e46843575e9/1596159607751-RCZHBZSCKHDUHS7AWSEX/Screenshot+2020-07-30+at+9.39.55+PM.png Blog - Chinese Equity - Third Time's the Charm? China reported a better than expected 2Q GDP growth rate last week. This makes China the first major economy to emerge from the COVID-19 disruption. 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