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Bank of America/Merrill Lynch internal note on a new economic leading indicator (LILI)

The document is a routine research memo describing a proprietary economic forecasting tool. It contains no allegations, financial flows, or references to high‑profile individuals or misconduct, offeri Authored by Carlos Capistran of Merrill Lynch (Mexico). Introduces "Leading Indicator of Leading Indicators" (LILI) based on qualitative confidence data. Claims LILI predicts OECD Composite Leading I

Date
November 11, 2025
Source
House Oversight
Reference
House Oversight #014741
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1
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0
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Summary

The document is a routine research memo describing a proprietary economic forecasting tool. It contains no allegations, financial flows, or references to high‑profile individuals or misconduct, offeri Authored by Carlos Capistran of Merrill Lynch (Mexico). Introduces "Leading Indicator of Leading Indicators" (LILI) based on qualitative confidence data. Claims LILI predicts OECD Composite Leading I

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bank-of-americamerrill-lynchresearch-memoforecastinghouse-oversighteconomics

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Leading Indicators Carlos Capistran Merrill Lynch (Mexico) carlos.capistran@baml.com Brace for faster global growth ¢ Our leading indicator of leading indicators (LILI}, shows that global growth will likely continue to improve in early 2017. ¢ Faster global growth as anticipated by LILI supports higher rates and reflation. A leading indicator of leading indicators Investors use leading indicators to try to anticipate turning points in economic activity because those turning points drive FX, rates and stocks. One transmission channel is that turning points usually anticipate monetary policy changes. The most reliable leading indicators available summarize a battery of activity, financial and qualitative variables. One example is the set of Composite Leading Indicators (CLIs) calculated by the OECD, which is heavily used by policy makers and market participants. The problem that we have with leading indicators is they are not really useful to market participants because they move after the market does. That is, leading indicators anticipate growth but not the market because they use financial variables to anticipate growth. Leading indicators rely heavily on interest rates, stock market indexes and exchange rates because they incorporate vast information quickly. LILI solves the problem in two dimensions. It is not based on financial variables. Rather, LILI is based on qualitative data, consumer and business confidence, which we believe are optimal to capture “animal spirits.” And, it is constructed explicitly to anticipate the CLI, as we use a dynamic forecasting regression with lags of consumer and business confidence to calculate LILI. The signal for early 2017 LILI indicates that in early 2017 global growth will continue with an improving economic outlook (Chart 23). Consumers and firms seem to be bullish around the world, because LILI anticipates an even stronger outlook than the CLI. Here global growth means growth in the OECD plus the six largest non-OECD members. LILI anticipates the CLI by four months, and the CLI in turn anticipates growth by three months. LILI supports our house view of higher rates and reflation, as the peak of the business cycle is not in the forecasting horizon. Since LILI is not based on market measures, we are confident that LILI anticipates market movements as well. Chart 23: LILI is our leading indicator of leading indicators that leads growth by 7 months and OECD’s CLI by 4 months 103 101 99 ‘ ee QECD + 6 LILI 97 e=e=eQECD + 6 CLI «=== OECD +6 growth Jan-06 Jan-08 Jan-10 Jan-12 Jan-14 Jan-16 Source: BofA Merrill Lynch Global Research, OECD. Note: OECD + 6 includes the 33 OECD member countries plus the largest 6 non-OECD members: Brazil, China, India, Indonesia, Russia and South Africa Bank of America Global Rates, FX & EM 2017 Year Ahead | 16 November 2016 11 Merrill Lynch

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