Pakistan Financial Statements From 2010 to 2025

Pair Trading with Pakistan Aluminium

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Pakistan Aluminium position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Pakistan Aluminium will appreciate offsetting losses from the drop in the long position's value.

Moving together with Pakistan Stock

  0.67PSO Pakistan State OilPairCorr

Moving against Pakistan Stock

  0.73UBL United BankPairCorr
  0.67AGIC Askari General InsurancePairCorr
  0.61HMB Habib Metropolitan BankPairCorr
  0.6FHAM First Habib ModarabaPairCorr
  0.53786 786 InvestmentPairCorr
The ability to find closely correlated positions to Pakistan Aluminium could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Pakistan Aluminium when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Pakistan Aluminium - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Pakistan Aluminium Beverage to buy it.
The correlation of Pakistan Aluminium is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Pakistan Aluminium moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Pakistan Aluminium moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Pakistan Aluminium can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching