Signal paths (was Controlled Variables (was...))

[From Rick Marken (2009.04.23.0945)]

Bill Powers (2009.04.23.0823 MDT)

Rick Marken (2009.04.20.2320) –

RM to MT:
The subject’s response in an experiment (DV) never has an influence
on

the nature of the presentation (IV). This is true whether the system

under study is open or closed loop. You either don’t understand or

don’t want to understand the relationships between IV, DV and CV an

experiment on a closed loop system.

It’s risky trying to guess what someone else understands, and even
riskier to broadcast accusations about what they do not want to
understand. Apparently, that simple fact is something you don’t want to
understand.

No, I want to understand. I really do;-) I should have stopped the
above posting before the “You either…” part. That was certainly
unnecessary. I was just exasperated by someone’s (I won’t say whose)
persistent assertions that the subject’s lack of influence over the IV
in an experiment means that the experiment provides a valid test of
open loop characteristics of a closed loop system. If that were the
case, then every psychological experiment could be said to provide a
valid test of open loop characteristics of a closed loop system (since
subjects never have an influence over the IV in an experiment; if they
did then the IV would not be I) and control theory would be irrelevant
to psychological methodology.

Best

Rick

···


Richard S. Marken PhD
rsmarken@gmail.com

[From Bill Powers (2009.04.23.1241 MDT)]

Rick Marken (2009.04.23.0945)

RM:I was just exasperated by someone's (I won't say whose) persistent assertions that the subject's lack of influence over the IV in an experiment means that the experiment provides a valid test of open loop characteristics of a closed loop system.

BP:But you're misreading and misquoting what he says. He does not say it's valid test of an open loop system. He says it's a valid test of ONE COMPONENT of a system, whether the whole system is open-loop or closed-loop. A component like a perceptual input function, for example, is an open-loop component -- there is no feedback from its output directly back to its input (and for the particular input he is talking about, there is no path going through the rest of the system, the environment, and back to the input).

In his early diagrams there was an arrow from the presentation to S1, which was one input to a perceptual input function. That arrow, considered by itself, is open-loop. That is the path where Martin says he is measuring the delay phenomena. There is no path directly from S1 back to the presentation.

I dispute his claim that he knows where this phenomenon occurs in the loop, but at least I am disputing a claim he makes, not one he doesn't make as you are. I have other disagreements as well, but I hope they are with things he says rather than misunderstandings on my part.

RM: If that were the case, then every psychological experiment could be said to provide a valid test of open loop characteristics of a closed loop system (since subjects never have an influence over the IV in an experiment; if they did then the IV would not be I) and control theory would be irrelevant to psychological methodology.

No, that would be true only if Martin were claiming that there is an open-loop connection all the way from the presentation to the button-press. He does not claim that (though I think that in fact he has drawn an open-loop system). He is referring to an open-loop connection only from the IV to some variable prior to the input of the higher-level control system. In effect, he says he can measure a property of the perceptual input functions that intervene between the stimulus and the input to the higher-level system. My argument is that he has no way of knowing where the delay phenomena take place -- that all the data can tell us is the total delay between light onset and button press, which includes a great deal more than just the input function.

Martin's explanations are sometimes complicated and hard to understand; one must read them more than once to see what he's trying to say. I don't know why that is, since in other contexts his writing is clear and simple. But don't underestimate him because of that.

Best,

Bill P.

[From Rick Marken (2009.04.23.1745)]

Bill Powers (2009.04.23.1241 MDT)--

Rick Marken (2009.04.23.0945)

RM:I was just exasperated by someone's (I won't say whose) persistent
assertions that the subject's lack of influence over the IV in an experiment
means that the experiment provides a valid test of open loop characteristics
of a closed loop system.

BP:But you're misreading and misquoting what he says.

Ah, this is more like the Bill Powers I know and love; it was a little
weird when you said you agreed with me earlier. Now I feel much
better;-)

He does not say it's valid test of an open loop system. He says it's a valid test
of ONE COMPONENT of a system, whether the whole system is open-loop or
closed-loop. A component like a perceptual input function, for example, is an
open-loop component -- there >is no feedback from its output directly back to
its input (and for the particular input he is talking about, there is no path going
through the rest of the system, the environment, and back to the input).

Yes, I know that Martin was talking about ONE COMPONENT of the loop.
It just seemed irrelevant. But maybe I'm wrong. What we observe in a
conventional experiment is DV = f(IV). Martin is claiming that this
relationship is a valid measure of a characteristic of ONE open loop
component of the link between IV and DV:specifically, the perceptual
input function. But we know from your analysis (in the 1978 Psych
Review article) that, when the system under study is closed loop, the
function, f(), relating IV to DV, is the inverse of the environmental
feedback function, g(), relating DV the CV: CV = g(DV). In other
words (as you often emphasize) the apparent system function, f(), is
actually the inverse of the feedback function, g() -- f() = 1/g() --
which measures a property of the environment, not of the system
itself. This, of course, is the behavioral illusion (and ,as you have
also mentioned, the way a lot of measurement is done using analog
computers). My response to Martin was based on the assumption that f()
-- the relationship between IV and DV observed in a conventional
experiment -- reflects only properties of the system's environment and
that, therefore, there is no way that it could be a valid measure of
any property of a closed-loop system; and the perceptual function is
one component property of such a system.

However, as we discovered in the "Power Law" paper
(http://www.mindreadings.com/BehavioralIllusion.pdf) the feedback
function from DV to CV does not measure just properties of the
environment. That's because CV is a perceptual variable: CV = p(I),
where I is the sensory consequence of the presentation of IV and p()
is the perceptual function. So f() could tell the researcher something
about the perceptual function, p(), as long as the researcher kept the
environmental function constant and linear (or, I suppose, any known
function). But what f() would tell you about is the function relating
CV to p. So in order to learn about the perceptual function -- that
ONE COMPONENT of the system that maps input into perception -- you
would have to know what variable is under control in the experiment:
the CV. Since no test for the CV was done in the Schouten experiment
-- nor is such a test done in any other conventional experiment -- I
think it's fair to say that it is impossible to learn about the open
loop characteristics of the system or of open loop COMPONENTS of the
system using conventional methodology since the hallmark of
conventional methodology is the failure to test for a CV.

RM: If that were the case, then every psychological experiment could be said to
provide a valid test of open loop characteristics of a closed loop system (since
subjects never have an influence over the IV in an experiment; if they did then
the IV would not be I) and control theory would be irrelevant to psychological
methodology.

No, that would be true only if Martin were claiming that there is an open-loop
connection all the way from the presentation to the button-press.

As per what I said above, I disagree.

Best

Rick

···

---
Richard S. Marken PhD
rsmarken@gmail.com

[From Bill Powers (2009.04.24.0144 MDT)]

Rick Marken (2009.04.23.1745) --

> BP:But you're misreading and misquoting what he says.

Ah, this is more like the Bill Powers I know and love; it was a little
weird when you said you agreed with me earlier. Now I feel much
better;-)

It's a vexing situation for me, but I feel that when you put words into Martin's mouth, it greatly weakens your arguments even when I agree with them.

Yes, I know that Martin was talking about ONE COMPONENT of the loop.
It just seemed irrelevant.

But he thought it was relevant and you chose to talk about something else as if he had meant what you talked about. That's not playing fair. That's like attacking Iraq because Al Queda attacked us. If you're going to criticize what he says, at least criticize what he says, not something else for which you happen to have a ready-made argument.

He thought he could use a model to measure just part of the forward path through the system. Don't we do something similar when we deduce/assume a perceptual gain and comparator gain of one, a perceptual delay of 150 msec, and an integrating output function with a certain gain and time constant? We have no way to verify each of those properties by itself; what we get is the best-fit values under the assumption that the whole model's architecture is right.

But maybe I'm wrong. What we observe in a
conventional experiment is DV = f(IV). Martin is claiming that this
relationship is a valid measure of a characteristic of ONE open loop
component of the link between IV and DV:specifically, the perceptual
input function.

What the Schouten experiment does is the equivalent of assuming a delay in the input function, and arranging to force the output to occur at a specific time (one of the independent variables, another being when the light turns on). In my diagrams of a couple of days ago, I showed how the observed uncertainty data could work out even if the identification of the light was always correct. My version of the model puts all the uncertainty into the detection of the signal identifying the light after the decision has been made. This is done, I now propose, by making the reference signal turn on at a specific delay after the onset of the light intensity. The Schouten experiment gives us another degree of freedom (or several more) to put in the model. The other parameters would still remain to be determined. And of course Martin introduced the idea of the imagination connection at the second level, which is still another independent variable to worry about. And there's the problem of timing the output relative to the beeps -- it's a mess.

The worst problem is that the experiment is set up with discrete variables which make it impossible (as far as I can see right now) to deduce things like the gain and time constant of the output function in the assumed standard model. When the output is sampled at only one instant during every trial (the moment that the contact in the button closes), the dynamic characteristics remain unknown. Perhaps if a continuous-variable experiment had been done we might have been able to get more out of it. I don't know -- model-wise, it's a horribly complex experiment, and there just aren't enough degrees of freedom in the data to get a working model out of the numbers. We have to imagine a lot more than we can observe.

I have to point out that with discrete variables in the model, the calculations used for demonstrating the behavioral illusion don't work. What is the inverse of the effect of a contact closure on a relationship? You seem to get irritated with me when I point out such problems, but what should I do? Keep quiet and hope nobody else notices them?

But we know from your analysis (in the 1978 Psych
Review article) that, when the system under study is closed loop, the
function, f(), relating IV to DV, is the inverse of the environmental
feedback function, g(), relating DV the CV: CV = g(DV). In other
words (as you often emphasize) the apparent system function, f(), is
actually the inverse of the feedback function, g() -- f() = 1/g() --
which measures a property of the environment, not of the system
itself.

That's approximately true, assuming very high loop gain. The actual solution of the equations is more complex since both forward and feedback functions appear in it, and with a varying reference signal the simple inverse can't be computed unless you have some way of estimating the changes in the reference signal. And as I just said, those equations are hard to apply when the functions involve discrete on-off variables.

While in specific experiments you can demonstrate the behavioral illusion quite nicely, this is done because knowing control theory, you can make sure the reference signal stays constant, you can also be sure the loop gain is high enough to make the approximations valid, and you can use continuous variables. I think that a much more general approach is simply to point out that the controlled variable is a function of the action and of disturbances, so the perception actually being controlled is not a perception of the disturbance alone, or of the action alone, but of some combination of the two. That means that the stimulus you think you're applying to the organism is not the stimulus that the organism experiences. That's enough to sink S-R theory.

This, of course, is the behavioral illusion (and ,as you have
also mentioned, the way a lot of measurement is done using analog
computers). My response to Martin was based on the assumption that f()
-- the relationship between IV and DV observed in a conventional
experiment -- reflects only properties of the system's environment and
that, therefore, there is no way that it could be a valid measure of
any property of a closed-loop system; and the perceptual function is
one component property of such a system.

The observed relationship between IV and DV does not, in general, reflect ONLY properties of the system's environment. In fact it reflects NEITHER the forward nor the feedback function exactly. When the loop gain is low, it reflects mainly the forward function. When the gain is high, the feedback function. Between "low" and "high," both. The point of most importance is that the input experienced by the organism is not a simple reflection of the disturbance, or what is known as the stimulus in SR theory. That generalization remains true even when the extreme one you use isn't true.

Since no test for the CV was done in the Schouten experiment
-- nor is such a test done in any other conventional experiment -- I
think it's fair to say that it is impossible to learn about the open
loop characteristics of the system or of open loop COMPONENTS of the
system using conventional methodology since the hallmark of
conventional methodology is the failure to test for a CV.

I agree with the need to test for a CV. Martin is assuming he knows what the subject is perceiving. In normal psychology, all you really have to say is that it would be absurd to assume anything else. You mean the subject acts as if he's seeing the light but he isn't, even though he responds to it? What are you, some kind of nut? That passes for scientific method.

In PCT, we're trying to be more rigorous when we can. If we see a way to test the idea that any assertion is true, we put it into the experiment. That makes the results much more solid, more believable. Ideally, verifying the variables would amount to solving N equations in N unknowns and getting the one solution that is possible. In the tracking model we have just enough variables and just enough relationships to get a unique solution, which we do by running an analog simulation. The simulation is really an analog computer that solves the simultaneous equations. The results are still model-dependent, but at least we have demonstrated internal consistency. That is NEVER done in normal psychology, as far as I have seen.

I'm not carrying on a vendetta against old psychology. It's just that I have never seen an old experiment that I could accept at face value and use as data with any confidence. Every time I have looked into the details, I have seem problems, OBVIOUS problems, with the observations and with the conclusions. That's not true of every experiment in every discipline. But it is true of every experiment I've seen in psychology.

The reason isn't that old-time psychologists were unobservant or stupid. They noticed lots of interesting things; they just didn't have any way to understand them that would hold water. PCT opens our eyes to basic important relationships that they couldn't have imagined. That's why we can see defects where they couldn't. They didn't know what questions to ask. And that's why I don't see much to gain in trying to use old experiments. They all need to be done over again, and if the phenomena were important, they'll come up again as we investigate living control systems.

Best,

Bill P.

[From Rick Marken (2009.04.24.1030)]

Bill Powers (2009.04.24.0144 MDT)]

It's a vexing situation for me, but I feel that when you put words into
Martin's mouth, it greatly weakens your arguments even when I agree with
them.

I don't mean to be putting words in Martin's mouth. If it seemed like
I was then that result was being produced unintentionally.

Yes, I know that Martin was talking about ONE COMPONENT of the loop.
It just seemed irrelevant.

But he thought it was relevant and you chose to talk about something else as
if he had meant what you talked about. That's not playing fair.

Again, the unfair "play" was unintentional. I try my best, but I am
certainly not trying to play one way or another; I'm just trying to
argue what I see as the main points as best as I can.

That's like
attacking Iraq because Al Queda attacked us. If you're going to criticize
what he says, at least criticize what he says, not something else for which
you happen to have a ready-made argument.

I'm sorry. I didn't really even see his argument about the _one
component_ of the loop as being important at all. It just didn't show
up on my radar. My specialty in psychology was perceptual and
cognitive research and there are thousands of studies like Schouten's
in the literature and I have done many myself. When I learned PCT and
realized its implications for conventional research it never occurred
to me that my research on perception might somehow be exempt from
these implications because it was only aimed at studying one component
of the system function. After all, one could conceive of any
psychological research study as being aimed at only one component of a
causal sequence: the perceptual component, the information processing
component, the problem solving component, the social component, etc.

This isn't to say that Martin wasn't arguing that the "one component"
aspect of the Schouten study is what makes it immune from the PCT
criticisms of conventional research. I'm just saying that I honestly
did not recognize it as an argument. What I did notice is that Martin
kept saying that the Schouten experiment was a legitimate way to study
open loop characteristics of the system because the button press (DV)
has no effect on the light presentation (IV). This seemed like a huge
problem with Martin's argument -- the Al Queda part -- since it rested
on the mistaken idea that the lack of effect of the DV on the IV in
this experiment makes it uniquely relevant to studying open loop
characteristics of the system. In fact. the DV has no effect on the IV
in _any_ experiment. But what you now say was the important point
Martin was making was that the Schouten experiment was aimed at
studying an open loop characteristic rather than open-loop
characteristics. I would say that you are the one going after Iraq
rather than Al Queda;-)

He thought he could use a model to measure just part of the forward path
through the system.

Now it seems to me that you are putting words into Martin's mouth.
What I heard Martin say was that the S-R results of the Schouten
experiment (in the Figure he presented) were a reflection of the
perceptual function because the DV in that experiment does not have an
effect on the IV. I was just pointing out that the DV never has an
effect on an IV so the fact that the DV doesn't affect the IV in the
Schouten experiment doesn't make it unique.

I have to point out that with discrete variables in the model, the
calculations used for demonstrating the behavioral illusion don't work. What
is the inverse of the effect of a contact closure on a relationship? You
seem to get irritated with me when I point out such problems, but what
should I do? Keep quiet and hope nobody else notices them?

I have no problem with your pointing these things out. In fact, I
think it's great when you do. It's very helpful. I think I finally
get what you are saying about the difference between discrete versus
continuous disturbances with respect to the behavioral illusion. What
irritates me (and it's a very invigorating and pleasant irritation, by
the way) is not when you point out my mistakes; it's when use these
mistakes to paper over what seem like the often far deeper mistakes of
others.

I think that a much more general approach is simply to point out
that the controlled variable is a function of the action and of
disturbances, so the perception actually being controlled is not a
perception of the disturbance alone, or of the action alone, but of some
�combination �of the two. That means that the stimulus you think you're
applying to the organism is not the stimulus that the organism experiences.
That's enough to sink S-R theory.

I agree. That's basically what I (and you) have been trying to point
out about the Schouten (and all other conventional) experiments.

The observed relationship between IV and DV does not, in general, reflect
ONLY properties of the system's environment. In fact it reflects NEITHER the
forward nor the feedback function exactly. When the loop gain is low, it
reflects mainly the forward function. When the gain is high, the feedback
function. Between "low" and "high," both. The point of most importance is
that the input experienced by the organism is not a simple reflection of the
disturbance, or what is known as the stimulus in SR theory. That
generalization remains true even when the extreme one you use isn't true.

OK, good point. And what that generalization suggests is that to
understand what is going on in the experiment one has to know the CV
(if it turns out that we are dealing with a control system), which is
a function of both the IV and DV. In other words, the problem with
conventional experiments, like Schouten's, is that they do not test to
determine whether and, if so, what input is actually under control.
Martin has been arguing that testing for the CV is unnecessary in most
research. I think that alone is enough to sink Martin's arguments
about what we can learn from studies like Schouten's.

I agree with the need to test for a CV.

Whoppee!

I'm not carrying on a vendetta against old psychology.

Nor am I.

The reason isn't that old-time psychologists were unobservant or stupid.
They noticed lots of interesting things; they just didn't have any way to
understand them that would hold water. PCT opens our eyes to basic important
relationships that they couldn't have imagined. That's why we can see
defects where they couldn't. They didn't know what questions to ask. And
that's why I don't see much to gain in trying to use old experiments. They
all need to be done over again, and if the phenomena were important, they'll
come up again as we investigate living control systems.

That's all I'm trying to do, too. But it's hard to do this without
seeming like you are saying that the old-time psychologists (which
includes all the young, new psychologists who are doing research just
like the old-timers) are stupid and unobservant. People don't usually
like hearing that they've based their life on a misconception.

Best

Rick

···

--
Richard S. Marken PhD
rsmarken@gmail.com