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Subject:
Estimating the reliability of Google researchers
Category: Science > Math Asked by: mrfickle-ga List Price: $4.00 |
Posted:
17 Jul 2002 19:59 PDT
Expires: 16 Aug 2002 19:59 PDT Question ID: 42354 |
A question for those trained in mathematical statistics. Let's suppose I want to create a rating system for researchers on Google Answers along the following lines. Let's say that each of the question askers rate the answers they receive to their questions as either 1 (positive), 0 (neutral), -1 (negative). If a given researcher has had X positive responses, Y negative responses and Z neutral responses after answering N questions, let's define the researcher's "score" (S) as S = (X-Y)/N. Let's define a researcher's "true score", T, as the limit of that researcher's score as the number of questions that researcher answers gets forever larger (assuming a limit exists). Now let's call a researcher "reliable" if the researcher's true score, T >= R where R is a constant between -1 and 1. If a researcher's score after N answers is S, what is the probability that that researcher is reliable? (I'm interested in the cases for both small and large N) Please answer as specifically as possible i.e. an algorithm or formula for calculating is the ideal answer here. Intelligent suggestions for improvements on the reliability system calculation proposed above are also welcomed but they are only of secondary importance. |
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There is no answer at this time. |
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Subject:
Re: Estimating the reliability of Google researchers
From: vsingh-ga on 25 Jul 2002 07:40 PDT |
Dear mrfickle, I need some clarifications regarding your questions. By the way, why are you making this question so personal ? It may get against the rules as stated in #34 in researcher guidelines ;) Coming to the point, you are not so clear about the variable R. I guess R is a degree of reliability, and if a researcher scores T >=R, he/she should be considered reliable at that scale. Right ? After that, you shall need the value of P(S>R). Are you assuming S to be a random variable ? That requires knowledge of the probabilities with which X,Y,Z responses are acquired by the researcher. And if S is a numerical value, I don't really get your question, as it boils down to a deterministic case. Regards, vsingh. |
Subject:
Re: Estimating the reliability of Google researchers
From: mrfickle-ga on 25 Jul 2002 14:37 PDT |
Firstly, yes you are right about the definition of R. R is a constant chosen in advance, not a random variable. My statistics is somewhat rusty (hence the reason I can't solve this myself!) so forgive me if my terminology is incorrect. The reason why this is not a deterministic problem is that S is an estimator of T. As N becomes larger, S tends towards T but there is a degree of randomness associated with this estimate for which an appropriate distribution is required to estimate that randomness. I can assure you this is a statistics problem, not a "deterministic" one. By the way, I am happy to change the context of the question to involve Beetlejuice researchers if it makes you more comfortable :) |
Subject:
Re: Estimating the reliability of Google researchers
From: johnfrommelbourne-ga on 29 Jul 2002 06:48 PDT |
Dear Questioner, Not much more than guessing but given similar or related questions have come up before and having seen the responses to these I would suspect that although your question may have had some relevance and certainly looked interesting, it was of the type frowned upon by GOOGLE ANSWERS administrators which most researchers would be aware of and hence reluctant to get into, especially as a formalised fee paid question |
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