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By analyzing the realized outcome of a wide range of sequencing efforts, our dataset reveals that allele recovery is far more dependent on sequencing depth than is gene recovery, although both are enhanced by additional sequencing depth.
(Throughout this article our notation uses capital letters to identify random variables and lower case letters to identify realizations of those random variables: Y ij is a random variable, and y ij is a realized outcome drawn from the distribution of Y ij).
We will distinguish (hat{theta }_{j}), productivity of "realized" outcome of (j), and (theta_{j}) since we allow imitation.
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Our mechanism works in environments where in each period, each agent observes her own realized outcome-decision payoff from the previous period.
The difference between anticipated and realized outcomes is known only over time and will vary across firms.
I created a dataset pulling from a number of venture capital data sources, including CrunchBase, and narrowed it down to my own specifics: U.S., venture-backed companies that have had realized outcomes, both IPO and M&A, over $100 million since 2008.
In a repeated-interaction public goods economy, incomplete information and dynamic behavior may affect the realized outcomes of mechanisms known to be efficient in a complete information one-shot game.
Realizing outcomes Consider the full range of available strategies known to contribute to the program objectives.
It is possible that Blacks might have realized different outcomes when compared to the general population of heart failure patients.
A main goal in developmental biology is to understand how dynamic changes in organ morphology are realized as outcomes of coordinated molecular and cellular phenomena.
Their verdict in the case of the gunners is the same: the rational thing to agree to is a distribution that gives each gunner an expected utility of 2. (Note that this verdict does not tell the gunners how they should realize this outcome. There are two ways in which they could secure an expected outcome of (2, 2).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com