If the dataset has more NH than SH records then a method that
weights by correlation will defavourise the minority partner.
Not exact matches
Volatility traders on a dispersion desk will explicitly short
correlations by selling the variance of an index and going long the
weighted variance of its constituents.
Funnel plots, the Egger (
weighted regression) test, and the Begg and Mazumdar (rank
correlation) tests for funnel plot asymmetry were conducted to examine the relation between sample size and observed mean differences in blood pressure
by infant feeding group (21).
Furthermore, the high
correlation between measured and reported
weight in our validation study could be overestimated if all individuals underreported
weight by equal amounts.
[xi] At the institution level (
weighted by enrollment), the
correlation between average SAT / ACT scores and the mobility rates of low - income students is 0.65 for public and private, non-profit institutions combined (0.58 for publics and 0.71 for privates).
It does this
by finding
weights for the variables in each set that result in the maximum
correlation between the two sets.
Because of the asset
correlations, the total portfolio risk, or standard deviation, is lower than what would be calculated
by a
weighted sum.
The other study
by Ibbotson Associates titled Strategic Asset Allocation and Commodities also found that an equally
weighted, monthly rebalanced composite of four commodity indices show «low
correlations to traditional stocks and bonds, produce high returns, hedge against inflation and provide diversification through superior returns when they are needed most».
I know
correlation does not mean causation, but it seems to me that
by weighting the solar irradiance more strongly in the models, then much of the 19th to mid 20th century warming can be explained from the sun alone.
The data were interpolated using a kriging method (Schäfer - Neth et al. 2005), which basically takes into account data points in the vicinity of a location to be reconstructed,
weighted by the ocean
correlation structure.
However, it is important to be aware that these
correlations could also be explained
by third factor common to both variables, such as maternal concern about child
weight status.