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PRL 92.14 -3.90% NRL 546.90 -3.20% CNERGY 13.47 -5.87% ATRL 1,131.02 -3.64% NBP 165.14 -3.18% PPL 231.45 -0.59% HBL 304.12 +0.27% OGDC 316.23 -1.03% PSO 351.07 -0.42% GAL 545.92 +1.38% KEL 6.05 -7.35% MCB 387.99 -0.67% MARI 637.43 -1.97% AKBL 106.93 -0.51% ACPL 233.54 +1.56% MDTL 8.62 +3.86% MLCF 93.94 -2.22% FFC 541.62 -0.46% STL 25.02 +0.40% HUBC 202.59 -1.44% LUCK 415.44 -2.10% DGKC 195.71 -2.13% PACE 10.49 +3.25% BOP 30.56 -0.84% PRL 92.14 -3.90% NRL 546.90 -3.20% CNERGY 13.47 -5.87% ATRL 1,131.02 -3.64% NBP 165.14 -3.18% PPL 231.45 -0.59% HBL 304.12 +0.27% OGDC 316.23 -1.03% PSO 351.07 -0.42% GAL 545.92 +1.38% KEL 6.05 -7.35% MCB 387.99 -0.67% MARI 637.43 -1.97% AKBL 106.93 -0.51% ACPL 233.54 +1.56% MDTL 8.62 +3.86% MLCF 93.94 -2.22% FFC 541.62 -0.46% STL 25.02 +0.40% HUBC 202.59 -1.44% LUCK 415.44 -2.10% DGKC 195.71 -2.13% PACE 10.49 +3.25% BOP 30.56 -0.84%

Who writes this

Editorial team

Every research page on this platform is owned by a named desk with a defined remit, a public method and a correction address. Data comes from primary Pakistan Stock Exchange and Pakistani institutional sources; AI-assisted explanation is labelled on the page and reviewed against those numbers before publication.

QW Markets Desk

Equity market coverage — KSE-100, sectors, daily market wrap

  • Pakistan Stock Exchange market structure
  • KSE-100 index construction and breadth analysis
  • Sector rotation and equity flow interpretation

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QW Quantitative Research Desk

Forecast models, probability calibration and accuracy reporting

  • Technical indicator construction (SMA, EMA, RSI, MACD)
  • Statistical forecasting and Monte Carlo path simulation
  • Probability calibration and Brier-score scoring

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QW Macro & Economy Desk

Pakistan macroeconomic data, policy rates and news impact mapping

  • State Bank of Pakistan policy rate and monetary policy statements
  • Inflation (CPI), GDP growth and external account data
  • Currency, commodity and interest-rate transmission to equities

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How to hold us to it

Read the editorial policy for our sourcing, AI-labelling and corrections rules, or contact us to report an error. Forecast claims are scored publicly — the method is described on the forecast system page.