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Topic: Label-based addressing
Replies: 4   Last Post: Apr 9, 2013 3:04 PM

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Loren Shure

Posts: 1,051
Registered: 12/7/04
Re: Label-based addressing
Posted: Apr 9, 2013 4:30 AM
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"kj" <> wrote in message
> Let me start with a hypothetical (but representative) use-case.
> Suppose I have data stratified over 5 brands of beer, 8 yearly
> quarters, 4 age groups, and 50 states. Furthermore, let's say that
> for each possible combination of beer brand, yearly quarter, age
> group, and state, I have computed a heterogenous k-vector of
> statistics (e.g. total consumption, consumption per capita, etc.).
> Therefore, all told, I'm talking about a four-dimensional
> (5 x 8 x 4 x 50) array of k-vectors.
> I would like to store all this data in an object that would allow
> me to address subsets of it using *labels* instead of numeric
> indices. By "labels" I mean the names of the "dimensions" (in this
> case "brand", "quarter", "age", "state"), the names of the possible
> values for each dimension, (e.g. for state, I'd have "AK", "AL",
> "AR", ..., "WI", "WY"), and the components of the vector of data
> associated with each combination of factors, (in this case these
> would include "total consumption", "consumption per capita", etc.).
> For example, supposing that the variable D held such a data structure,
> label-based addressing would allow me to use something like
> E = D.extract(state="AK", age="30-45")
> to store in E the subset of the data in D corresponding to the
> specified values. (The value in E, by the way, would be a similar
> data structure, but it would have different shape, since two of
> its dimensions now have the minimum depth of 1.)
> One can imagine many elaborations of this theme, but I think the
> above gives a flavor of what I have in mind.
> It is my understanding that MATLAB does not have this functionality.
> (But please correct me if I'm wrong!) Therefore I'd have to
> implement it myself.
> My naive idea is to define an object (class, that is) that internally
> stores one or more n-dimensional "boxes" for the data (as standard
> MATLAB arrays), as well as hash tables to map between labels and
> numeric indices. Methods like "extract" above would convert its
> arguments to numeric addresses, and would use these numeric addresses
> to fetch the data from the internal data boxes.
> I am fairly new to MATLAB, so I'd appreciate your comments on the
> above, and any words of wisdom you may give me on how best to do
> this.
> In particular, are there any existing packages I could use as
> *models* for this sort of project?
> Thanks in advance!
> kj

If you have access to the Statistics Toolbox, you might check out the
dataset array. You can "index" with labels if you set things up
appropriately. I am not sure your data fit that scenario though.


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