Category

Quantitative Analysis

Daily Brief Quantitative Analysis: Hong Kong Connect Flows (August): $18bn Inflows and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • Hong Kong Connect Flows (August): $18bn Inflows
  • HSCEI Index Earning Revision (Aug): BIDU, China Life, JD.COM, BEIGENE, MEITUAN, Sinopec, China Life
  • HS TECH Index Earning Revision (Aug): NTES, LI AUTO, BIDU, HORIZON ROBOTICS, MEITUAN, JD.COM
  • HSI Index Earning Revision (Aug): AIA, HSBC, MEITUAN, JD.COM, BIDU, SINO BIOPHARM


Hong Kong Connect Flows (August): $18bn Inflows

By Ke Yan, CFA, FRM

  • We analyze the monthly Hong Kong Connect flows with our data engine.
  • We tabulate the top stocks by inflows, outflows, and holding by mainland investors.
  • We highlight flows of Alibaba, Tencent, Meituan, China Life, HSTECH ETF.

HSCEI Index Earning Revision (Aug): BIDU, China Life, JD.COM, BEIGENE, MEITUAN, Sinopec, China Life

By Ke Yan, CFA, FRM

  • We analysed the earning revision of component stocks of HSCEI in the past month.
  • We tabulated stocks with the top impact on index’s EPS, stocks’ EPS revision, and revenue revision.
  • We highlighted EPS revision on BIDU, China Life, JD.COM, BEIGENE, MEITUAN, Sinopec, China Life, Beigene, Meituan, Jd, Bidu, Sinopec.

HS TECH Index Earning Revision (Aug): NTES, LI AUTO, BIDU, HORIZON ROBOTICS, MEITUAN, JD.COM

By Ke Yan, CFA, FRM

  • We analysed the earning revision of component stocks of HS TECH in the past month.
  • We tabulated stocks with the top impact on index’s EPS, stocks’ EPS revision, and revenue revision.
  • We highlighted EPS revision on NTES, LI AUTO, BIDU, HORIZON ROBOTICS, MEITUAN, JD.COM, Meituan, Jd, Bidu, Ntes, Li Auto, Horizonrobot.

HSI Index Earning Revision (Aug): AIA, HSBC, MEITUAN, JD.COM, BIDU, SINO BIOPHARM

By Ke Yan, CFA, FRM

  • We analysed the earning revision of component stocks of HSI in the past month.
  • We tabulated stocks with the top impact on index’s EPS, stocks’ EPS revision, and revenue revision.
  • We highlighted EPS revision on AIA, HSBC, MEITUAN, JD.COM, BIDU, SINO BIOPHARM, XINYI SOLAR, HSBC, Meituan, Jd, AIA, Bidu, Sino Biopharm, Xinyi Solar.

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Daily Brief Quantitative Analysis: Global Financial Exchanges: A Sector on the Rise and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • Global Financial Exchanges: A Sector on the Rise
  • HK Connect Flows Weekly (Aug 29th): Meituan, Alibaba, Tencent, AIA, Pop Mart Intl, Kuaishou, SMIC
  • HK Short Interest Weekly: Xiaomi, ZTE, Anta, Cathay Pacific Airways
  • Thailand Short Interest Weekly (Aug 29th): Intouch, Home Product Center, PTT Oil and Retail, True
  • TWSE Foreign Holding Weekly (Aug 29th): TSMC, Hon Hai Precision, Delta Electronics, Quanta Computer
  • A-H Premium Weekly (Aug 29th): Qingdao Port, Beigene, Cgn Power, China Galaxy Securities
  • TWSE Short Interest Weekly (Aug 29th): Jentech Precision Industrial, Unimicron Technology, Pou Chen
  • Bursa Short Interest Weekly (Aug 29th): Genting, Sime Darby, Gamuda, Public Bank, PPB
  • KRX Foreign Holding Weekly (Aug 29th): SK Hynix, Hanwha Ocean, Samsung Electronics, Samsung H.I.


Global Financial Exchanges: A Sector on the Rise

By Steven Holden

  • Financials Exchanges have hit record highs in Global fund ownership, with 58% of global funds invested and 49% ahead of the MSCI ACWI index.
  • CME Group and London Stock Exchange lead momentum, both reaching record ownership after strong inflows through 2023–2024.
  • Despite growth, ownership breadth remains shallow, with only a few stocks widely held, leaving room for further expansion in positioning.

HK Connect Flows Weekly (Aug 29th): Meituan, Alibaba, Tencent, AIA, Pop Mart Intl, Kuaishou, SMIC

By Ke Yan, CFA, FRM

  • We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of August 29th.
  • The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
  • We highlight flows for Meituan, Alibaba, Tencent, AIA, Pop Mart Intl, Kuaishou, SMIC, Xiaomi, CNOOC.

HK Short Interest Weekly: Xiaomi, ZTE, Anta, Cathay Pacific Airways

By Ke Yan, CFA, FRM

  • We analyzed the latest HK SFC report for aggregate short position as of Aug 22nd.
  • Top short increases and decreases were tabulated for one week and four week period.
  • We highlight short changes in Xiaomi, TraHK HSI ETF, ZTE, Anta, Cathay Pacific Airways, HSCEI ETF.

Thailand Short Interest Weekly (Aug 29th): Intouch, Home Product Center, PTT Oil and Retail, True

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of Stock Exchange of Thailand as of Aug 29th. We estimate that they had an aggregated short interest worth USD2.3bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Intouch, Home Product Center, PTT Oil and Retail, True, BTS, True, Bts, Home Product Center, PTT Oil&Retail.

TWSE Foreign Holding Weekly (Aug 29th): TSMC, Hon Hai Precision, Delta Electronics, Quanta Computer

By Ke Yan, CFA, FRM

  • We analyzed the changes in foreign holdings of TWSE Stocks as of Aug 29th. The aggregated holding was USD1,166.6bn.
  • We estimate that foreign flows to be inflows of USD427mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
  • We highlight changes of foreign holdings in TSMC, Hon Hai Precision, Delta Electronics, Quanta Computer, Global Unichip, TSMC, Hon Hai Precision, Global Unichip, Delta Electronics, Quanta Computer.

A-H Premium Weekly (Aug 29th): Qingdao Port, Beigene, Cgn Power, China Galaxy Securities

By Ke Yan, CFA, FRM

  • We analyse the changes of A-H premium on 157 stocks over the last week. The average A-H premium was 61.0% as of Aug 29th.
  • The average A-H premium changed by 2.7ppt week-on-week, led by health care, financials, information technology and offset by real estate.
  • We highlight weekly changes in A-H premium for Qingdao Port, Beigene, Cgn Power, China Galaxy Securities, Jl Mag Rare-Earth.

TWSE Short Interest Weekly (Aug 29th): Jentech Precision Industrial, Unimicron Technology, Pou Chen

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of TWSE Stocks as of Aug 29th. The aggregated short interest was USD25.7bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Jentech Precision Industrial, Unimicron Technology, Pou Chen, Ruentex Development, Taishin Financial, Jentech Precision Industrial, Unimicron Technology, Pou Chen, Ruentex Development, Taishin Financial.

Bursa Short Interest Weekly (Aug 29th): Genting, Sime Darby, Gamuda, Public Bank, PPB

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of Bursa stocks as of Aug 29th. The aggregated short interest is USD379m.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Genting, Sime Darby, Gamuda, Public Bank, PPB.

KRX Foreign Holding Weekly (Aug 29th): SK Hynix, Hanwha Ocean, Samsung Electronics, Samsung H.I.

By Ke Yan, CFA, FRM

  • We analyzed the changes in foreign holdings of KRX stocks as of Aug 29th. The aggregated holding was USD643.5bn.
  • We estimate that foreign flows to be outflows of USD356mln. We tabulate the league table for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
  • We highlight changes of foreign holdings in SK Hynix, Hanwha Ocean, Samsung Electronics, Samsung H.I., HD HYUNDAI ELECTRIC.

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Daily Brief Quantitative Analysis: Hong Kong Buybacks Weekly (Aug 29th): Tencent and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • Hong Kong Buybacks Weekly (Aug 29th): Tencent, China Hongqiao, Sinopec


Hong Kong Buybacks Weekly (Aug 29th): Tencent, China Hongqiao, Sinopec

By Ke Yan, CFA, FRM

  • We analyze statistics on top repurchases over one week, one month, one quarter and one year periods ended on Aug 29th based on HKEx daily reports.
  • In the past 7 days, the top 3 companies that repurchased the most shares from the market were Tencent (700 HK), China Hongqiao (1378 HK), Sinopec (386 HK).
  • In the past 30 days, the top 3 companies that repurchased the most shares from the market were Tencent (700 HK), China Hongqiao (1378 HK), Hang Seng Bank (11 HK).

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Daily Brief Quantitative Analysis: ASX Short Interest Weekly (Aug 22nd): Bluescope Steel and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • ASX Short Interest Weekly (Aug 22nd): Bluescope Steel, CSL, Wesfarmers, Northern Star Resources


ASX Short Interest Weekly (Aug 22nd): Bluescope Steel, CSL, Wesfarmers, Northern Star Resources

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of ASX Stocks as of Aug 22nd (reported today). The aggregated short interest was USD25.6bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Bluescope Steel, CSL, Wesfarmers, Northern Star Resources, Lottery.

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Daily Brief Quantitative Analysis: JPX Margin Trading Weekly (Aug 22nd): SoftBank and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • JPX Margin Trading Weekly (Aug 22nd): SoftBank, Mitsubishi UFJ Financial, Sanrio, Disco
  • KRX Short Interest Weekly (Aug 22nd): COSMAX, SAMSUNG LIFE, SK Hynix, Hyundai Motor


JPX Margin Trading Weekly (Aug 22nd): SoftBank, Mitsubishi UFJ Financial, Sanrio, Disco

By Ke Yan, CFA, FRM

  • We analyzed the changes in margin trading positions of JPX stocks as of Aug 22nd. The aggregated net margin trading position is USD15,656m.
  • We tabulate league tables for top/bottom net long/short of margin trading by value, net margin buy as multiple of ADT.
  • We highlight net margin buy/sell changes in SoftBank, Mitsubishi UFJ Financial, Sanrio, Disco, Tokyo Electron, IHI, Fujikura, Kawasaki Heavy Industries, Lasertec, Mitsubishi Heavy Industries, Softbank, Mitsubishi Ufj Financial, Sanrio.

KRX Short Interest Weekly (Aug 22nd): COSMAX, SAMSUNG LIFE, SK Hynix, Hyundai Motor

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of KRX stocks as of Aug 22nd. The aggregated short interest was USD10.3bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in COSMAX, SAMSUNG LIFE, SK Hynix, Hyundai Motor, HD HYUNDAI HEAVY INDUSTRIES.

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Daily Brief Quantitative Analysis: A-H Premium Weekly (Aug 22nd): Air China and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • A-H Premium Weekly (Aug 22nd): Air China, Cosco Shipping Development, Ganfeng Lithium, Fuyao Glass
  • HK Short Interest Weekly: Tencent, TraHK HSI ETF, China Hongqiao, Wuxi Apptec
  • TWSE Foreign Holding Weekly (Aug 15th): Hon Hai Precision, Quanta Computer, TSMC, Wistron
  • KRX Foreign Holding Weekly (Aug 22nd): SK Hynix, Samsung Electronics, Doosan Enerbility, Alteogen
  • Thailand Short Interest Weekly (Aug 22nd): Intouch, True, Siri Prime Office Property Fd, CP ALL
  • TWSE Short Interest Weekly (Aug 22nd): King Yuan Electronics, Alchip Technologies, Hon Hai Precision
  • Bursa Short Interest Weekly (Aug 22nd): YTL Power International, Public Bank, WCE, UEM Sunrise
  • HK Connect Flows Weekly (Aug 22nd): China Life, Tencent, Alibaba, Kuaishou, AIA, Li Auto, Anta


A-H Premium Weekly (Aug 22nd): Air China, Cosco Shipping Development, Ganfeng Lithium, Fuyao Glass

By Ke Yan, CFA, FRM

  • We analyse the changes of A-H premium on 157 stocks over the last week. The average A-H premium was 58.0% as of Aug 22nd.
  • The average A-H premium changed by 3.6ppt week-on-week, led by consumer staples, real estate, materials.
  • We highlight weekly changes in A-H premium for Air China, Cosco Shipping Development, Ganfeng Lithium, Fuyao Glass.

HK Short Interest Weekly: Tencent, TraHK HSI ETF, China Hongqiao, Wuxi Apptec

By Ke Yan, CFA, FRM

  • We analyzed the latest HK SFC report for aggregate short position as of Aug 15th.
  • Top short increases and decreases were tabulated for one week and four week period.
  • We highlight short changes in Tencent, TraHK HSI ETF, China Hongqiao, Wuxi Apptec.

TWSE Foreign Holding Weekly (Aug 15th): Hon Hai Precision, Quanta Computer, TSMC, Wistron

By Ke Yan, CFA, FRM

  • We analyzed the changes in foreign holdings of TWSE Stocks as of Aug 15th. The aggregated holding was USD1,198.8bn.
  • We estimate that foreign flows to be inflows of USD374mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
  • We highlight changes of foreign holdings in Hon Hai Precision, Quanta Computer, TSMC, Wistron, Zhen Ding Technology, Hon Hai Precision, Zhen Ding Technology, Quanta Computer, TSMC, Wistron.

KRX Foreign Holding Weekly (Aug 22nd): SK Hynix, Samsung Electronics, Doosan Enerbility, Alteogen

By Ke Yan, CFA, FRM

  • We analyzed the changes in foreign holdings of KRX stocks as of Aug 22nd. The aggregated holding was USD632.9bn.
  • We estimate that foreign flows to be outflows of USD1,182mln. We tabulate the league table for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
  • We highlight changes of foreign holdings in SK Hynix, Samsung Electronics, Doosan Enerbility, Alteogen, Samyang Food.

Thailand Short Interest Weekly (Aug 22nd): Intouch, True, Siri Prime Office Property Fd, CP ALL

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of Stock Exchange of Thailand as of Aug 22nd. We estimate that they had an aggregated short interest worth USD2.4bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Intouch, True, Siri Prime Office Property Fd, CP ALL, Bangkok Dusit, CP ALL, Bangkok Dusit, True.

TWSE Short Interest Weekly (Aug 22nd): King Yuan Electronics, Alchip Technologies, Hon Hai Precision

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of TWSE Stocks as of Aug 22nd. The aggregated short interest was USD25.0bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in King Yuan Electronics, Alchip Technologies, Hon Hai Precision, HTC, Wiwynn, King Yuan Electronics, Alchip Technologies, Hon Hai Precision, HTC, Wiwynn.

Bursa Short Interest Weekly (Aug 22nd): YTL Power International, Public Bank, WCE, UEM Sunrise

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of Bursa stocks as of Aug 22nd. The aggregated short interest is USD408m.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in YTL Power International, Public Bank, WCE, UEM Sunrise, Kossan Rubber Industries.

HK Connect Flows Weekly (Aug 22nd): China Life, Tencent, Alibaba, Kuaishou, AIA, Li Auto, Anta

By Ke Yan, CFA, FRM

  • We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of August 22nd.
  • The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
  • We highlight flows for China Life, Tencent, Alibaba, Kuaishou, AIA, Li Auto, Anta, Geely Automobile.

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Daily Brief Quantitative Analysis: Hong Kong Buybacks Weekly (Aug 22nd): Tencent and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • Hong Kong Buybacks Weekly (Aug 22nd): Tencent, China Hongqiao, Hang Seng Bank


Hong Kong Buybacks Weekly (Aug 22nd): Tencent, China Hongqiao, Hang Seng Bank

By Ke Yan, CFA, FRM

  • We analyze statistics on top repurchases over one week, one month, one quarter and one year periods ended on Aug 22nd based on HKEx daily reports.
  • In the past 7 days, the top 3 companies that repurchased the most shares from the market were Tencent (700 HK), China Hongqiao (1378 HK), Hang Seng Bank (11 HK).
  • In the past 30 days, the top 3 companies that repurchased the most shares from the market were Tencent (700 HK), China Hongqiao (1378 HK), Hang Seng Bank (11 HK).

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Daily Brief Quantitative Analysis: ASX Short Interest Weekly (Aug 15th): Liontown Resources and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • ASX Short Interest Weekly (Aug 15th): Liontown Resources, CAR, ANZ, Light & Wonder


ASX Short Interest Weekly (Aug 15th): Liontown Resources, CAR, ANZ, Light & Wonder

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of ASX Stocks as of Aug 15th (reported today). The aggregated short interest was USD26.2bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in Liontown Resources, CAR, ANZ, Light & Wonder, Premier Investments.

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Daily Brief Quantitative Analysis: KRX Short Interest Weekly (Aug 15th): SamsungF&MIns and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • KRX Short Interest Weekly (Aug 15th): SamsungF&MIns, Samsung SDI, SK Hynix, LG H&H, Kakao


KRX Short Interest Weekly (Aug 15th): SamsungF&MIns, Samsung SDI, SK Hynix, LG H&H, Kakao

By Ke Yan, CFA, FRM

  • We analyzed the changes in short interest of KRX stocks as of Aug 15th. The aggregated short interest was USD10.3bn.
  • We tabulate league tables for top short by value and short as multiple of ADT, as well as weekly increases & decreases in short value, short as multiple of ADT.
  • We highlight short interest changes in SamsungF&MIns, Samsung SDI, SK Hynix, LG H&H, Kakao.

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Daily Brief Quantitative Analysis: JPX Margin Trading Weekly (Aug 15th): Sanrio and more

By | Daily Briefs, Quantitative Analysis

In today’s briefing:

  • JPX Margin Trading Weekly (Aug 15th): Sanrio, Mitsubishi UFJ Financial, Lasertec, SoftBank


JPX Margin Trading Weekly (Aug 15th): Sanrio, Mitsubishi UFJ Financial, Lasertec, SoftBank

By Ke Yan, CFA, FRM

  • We analyzed the changes in margin trading positions of JPX stocks as of Aug 15th. The aggregated net margin trading position is USD14,276m.
  • We tabulate league tables for top/bottom net long/short of margin trading by value, net margin buy as multiple of ADT.
  • We highlight net margin buy/sell changes in Sanrio, Mitsubishi UFJ Financial, Lasertec, SoftBank, Sumitomo Mitsui Financial, Kawasaki Heavy Industries, Fast Retailing, Advantest, Disco, Zensho, Sanrio, Mitsubishi Ufj Financial, Lasertec.

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