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We used F-statistics from the first-stage regression to evaluate the strength of the instrumental variable, with values greater than ten indicating a strong instrument suitable for instrumental variables regression.
"And you've got a strong instrument".
It's like we're playing music — each a strong instrument that works to fit together.
According to Phylemon Odhiambo Okoth, artistic director and trainer at the Kenya Institute of Puppet Theatre, who visited Soroti last month for the training session, puppets are a strong instrument for development communication and can drive home messages more than the spoken word.
A first-stage F statistic of 25.9 indicates a strong instrument.
Stem cells images are a strong instrument in the estimation of confluency during their culturing for therapeutic processes.
Similar(43)
Given the concerns about the CAMPHOR, the MLHFQ [ 27] was identified as a stronger instrument, that provided better measurement and more comprehensive coverage of PAH symptoms and impacts.
Pursuing this IV strategy, row (2) of Table 1 indicates that literacy is a very strong instrument for numeracy, with a point estimate of 0.85 in the first-stage estimation and an F statistics of over 61,000 in the pooled sample (shown in brackets at the bottom of each cell).
A similar model to equation 2 with a logistic link function was shown to result in poor convergence in a large number of simulated data sets by Vansteelandt et al. (34) and in a related model with a logistic link function in a small number (0.1%) of simulated data sets with a very strong instrument (ρ = 0.39) by Brumback et al. (35).
The F statistics of the excluded instrument in the first stage again indicate a very strong instrument.
As a result, the first-stage statistical tests suggest that ( {hat{p}}_{jkt} ) is a reasonably strong instrument.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com