Add a provide statement.
[bpt/emacs.git] / lisp / calc / calcalg3.el
index 9cbcb89..fd204e2 100644 (file)
@@ -3,8 +3,7 @@
 ;; Copyright (C) 1990, 1991, 1992, 1993, 2001 Free Software Foundation, Inc.
 
 ;; Author: David Gillespie <daveg@synaptics.com>
-;; Maintainers: D. Goel <deego@gnufans.org> 
-;;              Colin Walters <walters@debian.org>
+;; Maintainer: Jay Belanger <belanger@truman.edu>
 
 ;; This file is part of GNU Emacs.
 
        (calc-enter-result 1 "poli" (list 'calcFunc-polint data
                                         (calc-top 1)))))))
 
+;; The variables calc-curve-nvars, calc-curve-varnames, calc-curve-model and calc-curve-coefnames are local to calc-curve-fit, but are
+;; used by calc-get-fit-variables which is called by calc-curve-fit.
+(defvar calc-curve-nvars)
+(defvar calc-curve-varnames)
+(defvar calc-curve-model)
+(defvar calc-curve-coefnames)
 
-(defun calc-curve-fit (arg &optional model coefnames varnames)
+(defun calc-curve-fit (arg &optional calc-curve-model 
+                           calc-curve-coefnames calc-curve-varnames)
   (interactive "P")
   (calc-slow-wrapper
    (setq calc-aborted-prefix nil)
                 (if (calc-is-hyperbolic) 'calcFunc-efit
                   'calcFunc-fit)))
         key (which 0)
-        n nvars temp data
+        n calc-curve-nvars temp data
         (homog nil)
         (msgs '( "(Press ? for help)"
                  "1 = linear or multilinear"
                  "g = (a/b sqrt(2 pi)) exp(-0.5*((x-c)/b)^2)"
                  "h prefix = homogeneous model (no constant term)"
                  "' = alg entry, $ = stack, u = Model1, U = Model2")))
-     (while (not model)
+     (while (not calc-curve-model)
        (message "Fit to model: %s:%s"
                (nth which msgs)
                (if homog " h" ""))
                      (t (error "Bad prefix argument")))
                (or (math-matrixp data) (not (cdr (cdr data)))
                    (error "Data matrix is not a matrix!"))
-               (setq nvars (- (length data) 2)
-                     coefnames nil
-                     varnames nil)
+               (setq calc-curve-nvars (- (length data) 2)
+                     calc-curve-coefnames nil
+                     calc-curve-varnames nil)
                nil))
             ((= key ?1)  ; linear or multilinear
-             (calc-get-fit-variables nvars (1+ nvars) (and homog 0))
-             (setq model (math-mul coefnames
-                                   (cons 'vec (cons 1 (cdr varnames))))))
+             (calc-get-fit-variables calc-curve-nvars 
+                                      (1+ calc-curve-nvars) (and homog 0))
+             (setq calc-curve-model (math-mul calc-curve-coefnames
+                                   (cons 'vec (cons 1 (cdr calc-curve-varnames))))))
             ((and (>= key ?2) (<= key ?9))   ; polynomial
              (calc-get-fit-variables 1 (- key ?0 -1) (and homog 0))
-             (setq model (math-build-polynomial-expr (cdr coefnames)
-                                                     (nth 1 varnames))))
+             (setq calc-curve-model 
+                    (math-build-polynomial-expr (cdr calc-curve-coefnames)
+                                                (nth 1 calc-curve-varnames))))
             ((= key ?i)  ; exact polynomial
              (calc-get-fit-variables 1 (1- (length (nth 1 data)))
                                      (and homog 0))
-             (setq model (math-build-polynomial-expr (cdr coefnames)
-                                                     (nth 1 varnames))))
+             (setq calc-curve-model 
+                    (math-build-polynomial-expr (cdr calc-curve-coefnames)
+                                                (nth 1 calc-curve-varnames))))
             ((= key ?p)  ; power law
-             (calc-get-fit-variables nvars (1+ nvars) (and homog 1))
-             (setq model (math-mul (nth 1 coefnames)
+             (calc-get-fit-variables calc-curve-nvars 
+                                      (1+ calc-curve-nvars) (and homog 1))
+             (setq calc-curve-model (math-mul (nth 1 calc-curve-coefnames)
                                    (calcFunc-reduce
                                     '(var mul var-mul)
                                     (calcFunc-map
                                      '(var pow var-pow)
-                                     varnames
-                                     (cons 'vec (cdr (cdr coefnames))))))))
+                                     calc-curve-varnames
+                                     (cons 'vec (cdr (cdr calc-curve-coefnames))))))))
             ((= key ?^)  ; exponential law
-             (calc-get-fit-variables nvars (1+ nvars) (and homog 1))
-             (setq model (math-mul (nth 1 coefnames)
+             (calc-get-fit-variables calc-curve-nvars 
+                                      (1+ calc-curve-nvars) (and homog 1))
+             (setq calc-curve-model (math-mul (nth 1 calc-curve-coefnames)
                                    (calcFunc-reduce
                                     '(var mul var-mul)
                                     (calcFunc-map
                                      '(var pow var-pow)
-                                     (cons 'vec (cdr (cdr coefnames)))
-                                     varnames)))))
+                                     (cons 'vec (cdr (cdr calc-curve-coefnames)))
+                                     calc-curve-varnames)))))
             ((memq key '(?e ?E))
-             (calc-get-fit-variables nvars (1+ nvars) (and homog 1))
-             (setq model (math-mul (nth 1 coefnames)
+             (calc-get-fit-variables calc-curve-nvars 
+                                      (1+ calc-curve-nvars) (and homog 1))
+             (setq calc-curve-model (math-mul (nth 1 calc-curve-coefnames)
                                    (calcFunc-reduce
                                     '(var mul var-mul)
                                     (calcFunc-map
                                          (^ 10 (var a var-a))))
                                      (calcFunc-map
                                       '(var mul var-mul)
-                                      (cons 'vec (cdr (cdr coefnames)))
-                                      varnames))))))
+                                      (cons 'vec (cdr (cdr calc-curve-coefnames)))
+                                      calc-curve-varnames))))))
             ((memq key '(?x ?X))
-             (calc-get-fit-variables nvars (1+ nvars) (and homog 0))
-             (setq model (math-mul coefnames
-                                   (cons 'vec (cons 1 (cdr varnames)))))
-             (setq model (if (eq key ?x)
-                             (list 'calcFunc-exp model)
-                           (list '^ 10 model))))
+             (calc-get-fit-variables calc-curve-nvars 
+                                      (1+ calc-curve-nvars) (and homog 0))
+             (setq calc-curve-model (math-mul calc-curve-coefnames
+                                   (cons 'vec (cons 1 (cdr calc-curve-varnames)))))
+             (setq calc-curve-model (if (eq key ?x)
+                             (list 'calcFunc-exp calc-curve-model)
+                           (list '^ 10 calc-curve-model))))
             ((memq key '(?l ?L))
-             (calc-get-fit-variables nvars (1+ nvars) (and homog 0))
-             (setq model (math-mul coefnames
+             (calc-get-fit-variables calc-curve-nvars 
+                                      (1+ calc-curve-nvars) (and homog 0))
+             (setq calc-curve-model (math-mul calc-curve-coefnames
                                    (cons 'vec
                                          (cons 1 (cdr (calcFunc-map
                                                        (if (eq key ?l)
                                                            '(var ln var-ln)
                                                          '(var log10
                                                                var-log10))
-                                                       varnames)))))))
+                                                       calc-curve-varnames)))))))
             ((= key ?q)
-             (calc-get-fit-variables nvars (1+ (* 2 nvars)) (and homog 0))
-             (let ((c coefnames)
-                   (v varnames))
-               (setq model (nth 1 c))
+             (calc-get-fit-variables calc-curve-nvars 
+                                      (1+ (* 2 calc-curve-nvars)) (and homog 0))
+             (let ((c calc-curve-coefnames)
+                   (v calc-curve-varnames))
+               (setq calc-curve-model (nth 1 c))
                (while (setq v (cdr v) c (cdr (cdr c)))
-                 (setq model (math-add
-                              model
+                 (setq calc-curve-model (math-add
+                              calc-curve-model
                               (list '*
                                     (car c)
                                     (list '^
                                           (list '- (car v) (nth 1 c))
                                           2)))))))
             ((= key ?g)
-             (setq model (math-read-expr "(AFit / BFit sqrt(2 pi)) exp(-0.5 * ((XFit - CFit) / BFit)^2)")
-                   varnames '(vec (var XFit var-XFit))
-                   coefnames '(vec (var AFit var-AFit)
+             (setq calc-curve-model 
+                    (math-read-expr "(AFit / BFit sqrt(2 pi)) exp(-0.5 * ((XFit - CFit) / BFit)^2)")
+                   calc-curve-varnames '(vec (var XFit var-XFit))
+                   calc-curve-coefnames '(vec (var AFit var-AFit)
                                    (var BFit var-BFit)
                                    (var CFit var-CFit)))
-             (calc-get-fit-variables 1 (1- (length coefnames)) (and homog 1)))
+             (calc-get-fit-variables 1 (1- (length calc-curve-coefnames)) 
+                                      (and homog 1)))
             ((memq key '(?\$ ?\' ?u ?U))
              (let* ((defvars nil)
                     (record-entry nil))
                    (let* ((calc-dollar-values calc-arg-values)
                           (calc-dollar-used 0)
                           (calc-hashes-used 0))
-                     (setq model (calc-do-alg-entry "" "Model formula: "))
-                     (if (/= (length model) 1)
+                     (setq calc-curve-model (calc-do-alg-entry "" "Model formula: "))
+                     (if (/= (length calc-curve-model) 1)
                          (error "Bad format"))
-                     (setq model (car model)
+                     (setq calc-curve-model (car calc-curve-model)
                            record-entry t)
                      (if (> calc-dollar-used 0)
-                         (setq coefnames
+                         (setq calc-curve-coefnames
                                (cons 'vec
                                      (nthcdr (- (length calc-arg-values)
                                                 calc-dollar-used)
                                              (reverse calc-arg-values))))
                        (if (> calc-hashes-used 0)
-                           (setq coefnames
+                           (setq calc-curve-coefnames
                                  (cons 'vec (calc-invent-args
                                              calc-hashes-used))))))
                  (progn
-                   (setq model (cond ((eq key ?u)
+                   (setq calc-curve-model (cond ((eq key ?u)
                                       (calc-var-value 'var-Model1))
                                      ((eq key ?U)
                                       (calc-var-value 'var-Model2))
                                      (t (calc-top 1))))
-                   (or model (error "User model not yet defined"))
-                   (if (math-vectorp model)
-                       (if (and (memq (length model) '(3 4))
-                                (not (math-objvecp (nth 1 model)))
-                                (math-vectorp (nth 2 model))
-                                (or (null (nth 3 model))
-                                    (math-vectorp (nth 3 model))))
-                           (setq varnames (nth 2 model)
-                                 coefnames (or (nth 3 model)
-                                               (cons 'vec
-                                                     (math-all-vars-but
-                                                      model varnames)))
-                                 model (nth 1 model))
+                   (or calc-curve-model (error "User model not yet defined"))
+                   (if (math-vectorp calc-curve-model)
+                       (if (and (memq (length calc-curve-model) '(3 4))
+                                (not (math-objvecp (nth 1 calc-curve-model)))
+                                (math-vectorp (nth 2 calc-curve-model))
+                                (or (null (nth 3 calc-curve-model))
+                                    (math-vectorp (nth 3 calc-curve-model))))
+                           (setq calc-curve-varnames (nth 2 calc-curve-model)
+                                 calc-curve-coefnames 
+                                  (or (nth 3 calc-curve-model)
+                                      (cons 'vec
+                                            (math-all-vars-but
+                                             calc-curve-model calc-curve-varnames)))
+                                 calc-curve-model (nth 1 calc-curve-model))
                          (error "Incorrect model specifier")))))
-               (or varnames
-                   (let ((with-y (eq (car-safe model) 'calcFunc-eq)))
-                     (if coefnames
-                         (calc-get-fit-variables (if with-y (1+ nvars) nvars)
-                                                 (1- (length coefnames))
-                                                 (math-all-vars-but
-                                                  model coefnames)
-                                                 nil with-y)
-                       (let* ((coefs (math-all-vars-but model nil))
+               (or calc-curve-varnames
+                   (let ((with-y (eq (car-safe calc-curve-model) 'calcFunc-eq)))
+                     (if calc-curve-coefnames
+                         (calc-get-fit-variables 
+                           (if with-y (1+ calc-curve-nvars) calc-curve-nvars)
+                           (1- (length calc-curve-coefnames))
+                           (math-all-vars-but
+                            calc-curve-model calc-curve-coefnames)
+                           nil with-y)
+                       (let* ((coefs (math-all-vars-but calc-curve-model nil))
                               (vars nil)
-                              (n (- (length coefs) nvars (if with-y 2 1)))
+                              (n (- (length coefs) calc-curve-nvars (if with-y 2 1)))
                               p)
                          (if (< n 0)
                              (error "Not enough variables in model"))
                          (setq p (nthcdr n coefs))
                          (setq vars (cdr p))
                          (setcdr p nil)
-                         (calc-get-fit-variables (if with-y (1+ nvars) nvars)
-                                                 (length coefs)
-                                                 vars coefs with-y)))))
+                         (calc-get-fit-variables 
+                           (if with-y (1+ calc-curve-nvars) calc-curve-nvars)
+                           (length coefs)
+                           vars coefs with-y)))))
                (if record-entry
-                   (calc-record (list 'vec model varnames coefnames)
+                   (calc-record (list 'vec calc-curve-model 
+                                       calc-curve-varnames calc-curve-coefnames)
                                 "modl"))))
             (t (beep))))
      (let ((calc-fit-to-trail t))
        (calc-enter-result n (substring (symbol-name func) 9)
-                         (list func model
-                               (if (= (length varnames) 2)
-                                   (nth 1 varnames)
-                                 varnames)
-                               (if (= (length coefnames) 2)
-                                   (nth 1 coefnames)
-                                 coefnames)
+                         (list func calc-curve-model
+                               (if (= (length calc-curve-varnames) 2)
+                                   (nth 1 calc-curve-varnames)
+                                 calc-curve-varnames)
+                               (if (= (length calc-curve-coefnames) 2)
+                                   (nth 1 calc-curve-coefnames)
+                                 calc-curve-coefnames)
                                data))
        (if (consp calc-fit-to-trail)
           (calc-record (calc-normalize calc-fit-to-trail) "parm"))))))
       (calc-invent-variables num but t base))))
 
 (defun calc-get-fit-variables (nv nc &optional defv defc with-y homog)
-  (or (= nv (if with-y (1+ nvars) nvars))
+  (or (= nv (if with-y (1+ calc-curve-nvars) calc-curve-nvars))
       (error "Wrong number of data vectors for this type of model"))
   (if (integerp defv)
       (setq homog defv
        (error "Expected %d parameter variable%s" nc (if (= nc 1) "" "s")))
     (if homog
        (setq coefs (cons 'vec (cons homog (cdr coefs)))))
-    (if varnames
-       (setq model (math-multi-subst model (cdr varnames) (cdr vars))))
-    (if coefnames
-       (setq model (math-multi-subst model (cdr coefnames) (cdr coefs))))
-    (setq varnames vars
-         coefnames coefs)))
+    (if calc-curve-varnames
+       (setq calc-curve-model (math-multi-subst calc-curve-model (cdr calc-curve-varnames) (cdr vars))))
+    (if calc-curve-coefnames
+       (setq calc-curve-model (math-multi-subst calc-curve-model (cdr calc-curve-coefnames) (cdr coefs))))
+    (setq calc-curve-varnames vars
+         calc-curve-coefnames coefs)))
 
 
 
 ;;; The following algorithms are from Numerical Recipes chapter 9.
 
 ;;; "rtnewt" with safety kludges
+
+(defvar var-DUMMY)
+
 (defun math-newton-root (expr deriv guess orig-guess limit)
   (math-working "newton" guess)
   (let* ((var-DUMMY guess)
                                   low vlow high vhigh))))))
 
 ;;; Search for a root in an interval with no overt zero crossing.
+
+;; The variable math-root-widen is local to math-find-root, but
+;; is used by math-search-root, which is called (directly and
+;; indirectly) by math-find-root.
+(defvar math-root-widen)
+
 (defun math-search-root (expr deriv low vlow high vhigh)
   (let (found)
-    (if root-widen
+    (if math-root-widen
        (let ((iters 0)
-             (iterlim (if (eq root-widen 'point)
+             (iterlim (if (eq math-root-widen 'point)
                           (+ calc-internal-prec 10)
                         20))
-             (factor (if (eq root-widen 'point)
+             (factor (if (eq math-root-widen 'point)
                          '(float 9 0)
                        '(float 16 -1)))
              (prev nil) vprev waslow
     (list 'vec mid vmid)))
 
 ;;; "mnewt"
+
+(defvar math-root-vars [(var DUMMY var-DUMMY)])
+
 (defun math-newton-multi (expr jacob n guess orig-guess limit)
   (let ((m -1)
        (p guess)
          (math-reject-arg nil "*Newton's method failed to converge"))
       (list 'vec next expr-val))))
 
-(defvar math-root-vars [(var DUMMY var-DUMMY)])
 
-(defun math-find-root (expr var guess root-widen)
+(defun math-find-root (expr var guess math-root-widen)
   (if (eq (car-safe expr) 'vec)
       (let ((n (1- (length expr)))
            (calc-symbolic-mode nil)
                    var-DUMMY guess
                    vlow (math-evaluate-expr expr)
                    vhigh vlow
-                   root-widen 'point)
+                   math-root-widen 'point)
            (if (eq (car guess) 'intv)
                (progn
                  (or (math-constp guess) (math-reject-arg guess 'constp))
 
 ;;; The following algorithms come from Numerical Recipes, chapter 10.
 
+(defvar math-min-vars [(var DUMMY var-DUMMY)])
+
 (defun math-min-eval (expr a)
   (if (Math-vectorp a)
       (let ((m -1))
        (tol (list 'float 1 (- -1 prec)))
        (zeps (list 'float 1 (- -5 prec)))
        (e '(float 0 0))
-       u vu xm tol1 tol2 etemp p q r xv xw)
+       u vu xm tol1 tol2 etemp p q r xv xw)
     (while (progn
             (setq xm (math-mul-float '(float 5 -1)
                                      (math-add-float a b))
     (list (math-add line-p xi) xi (nth 2 res))))
 
 
-(defvar math-min-vars [(var DUMMY var-DUMMY)])
-
 (defun math-find-minimum (expr var guess min-widen)
   (let* ((calc-symbolic-mode nil)
         (n 0)
        (math-dimension-error))
     (while (setq var (cdr var) guess (cdr guess))
       (or (eq (car-safe (car var)) 'var)
-         (math-reject-arg (car vg) "*Expected a variable"))
+         (math-reject-arg (car var) "*Expected a variable"))
       (or (math-expr-contains expr (car var))
          (math-reject-arg (car var)
                           "*Formula does not contain specified variable"))
 
 
 ;;; Open Romberg method; "qromo" in section 4.4.
-(defun math-ninteg-romberg (func expr lo hi mode)    
+
+;; The variable math-ninteg-temp is local to math-ninteg-romberg,
+;; but is used by math-ninteg-midpoint, which is used by 
+;; math-ninteg-romberg.
+(defvar math-ninteg-temp)
+
+(defun math-ninteg-romberg (func expr lo hi mode)
   (let ((curh '(float 1 0))
        (h nil)
        (s nil)
        (j 0)
        (ss nil)
        (prec calc-internal-prec)
-       (integ-temp nil))
+       (math-ninteg-temp nil))
     (math-with-extra-prec 2
       ;; Limit on "j" loop must be 14 or less to keep "it" from overflowing.
       (or (while (and (null ss) (<= (setq j (1+ j)) 8))
                  (if (math-lessp (math-abs (nth 1 res))
                                  (calcFunc-scf (math-abs (car res))
                                                (- prec)))
-                     (setq math-ninteg-convergence j
-                           ss (car res)))))
+                     (setq ss (car res)))))
            (if (>= j 5)
                (setq s (cdr s)
                      h (cdr h)))
     res))
 
 
-(defun math-ninteg-midpoint (expr lo hi mode)    ; uses "integ-temp"
+(defun math-ninteg-midpoint (expr lo hi mode)    ; uses "math-ninteg-temp"
   (if (eq mode 'inf)
       (let ((math-infinite-mode t) temp)
        (setq temp (math-div 1 lo)
              lo (math-div 1 hi)
              hi temp)))
-  (if integ-temp
-      (let* ((it3 (* 3 (car integ-temp)))
-            (math-working-step-2 (* 2 (car integ-temp)))
+  (if math-ninteg-temp
+      (let* ((it3 (* 3 (car math-ninteg-temp)))
+            (math-working-step-2 (* 2 (car math-ninteg-temp)))
             (math-working-step 0)
             (range (math-sub hi lo))
             (del (math-div range (math-float it3)))
             (x (math-add lo (math-mul '(float 5 -1) del)))
             (sum '(float 0 0))
             (j 0) temp)
-       (while (<= (setq j (1+ j)) (car integ-temp))
+       (while (<= (setq j (1+ j)) (car math-ninteg-temp))
          (setq math-working-step (1+ math-working-step)
                temp (math-ninteg-evaluate expr x mode)
                math-working-step (1+ math-working-step)
                                                  expr (math-add x del2)
                                                  mode)))
                x (math-add x del3)))
-       (setq integ-temp (list it3
-                              (math-add (math-div (nth 1 integ-temp)
-                                                  '(float 3 0))
-                                        (math-mul sum del)))))
-    (setq integ-temp (list 1 (math-mul
-                             (math-sub hi lo)
-                             (math-ninteg-evaluate
-                              expr
-                              (math-mul (math-add lo hi) '(float 5 -1))
-                              mode)))))
-  (nth 1 integ-temp))
+       (setq math-ninteg-temp (list it3
+                                     (math-add (math-div (nth 1 math-ninteg-temp)
+                                                         '(float 3 0))
+                                               (math-mul sum del)))))
+    (setq math-ninteg-temp (list 1 (math-mul
+                                    (math-sub hi lo)
+                                    (math-ninteg-evaluate
+                                     expr
+                                     (math-mul (math-add lo hi) '(float 5 -1))
+                                     mode)))))
+  (nth 1 math-ninteg-temp))
 
 
 
     (math-with-extra-prec 2
       (math-general-fit expr vars coefs data 'full))))
 
+;; The variables math-fit-first-var, math-fit-first-coef and
+;; math-fit-new-coefs are local to math-general-fit, but are used by
+;; calcFunc-fitvar, calcFunc-fitparam and calcFunc-fitdummy 
+;; (respectively), which are used by math-general-fit.
+(defvar math-fit-first-var)
+(defvar math-fit-first-coef)
+(defvar math-fit-new-coefs)
+
 (defun math-general-fit (expr vars coefs data mode)
   (let ((calc-simplify-mode nil)
        (math-dummy-counter math-dummy-counter)
        (math-in-fit 1)
        (extended (eq mode 'full))
-       (first-coef math-dummy-counter)
-       first-var
+       (math-fit-first-coef math-dummy-counter)
+       math-fit-first-var
        (plain-expr expr)
        orig-expr
        have-sdevs need-chisq chisq
        (y-filter nil)
        y-dummy
        (coef-filters nil)
-       new-coefs
+       math-fit-new-coefs
        (xy-values nil)
        (weights nil)
        (var-YVAL nil) (var-YVALX nil)
       (setq dummy (math-dummy-variable)
            expr (math-expr-subst expr (car p)
                                  (list 'calcFunc-fitparam
-                                       (- math-dummy-counter first-coef)))))
-    (setq first-var math-dummy-counter
+                                       (- math-dummy-counter math-fit-first-coef)))))
+    (setq math-fit-first-var math-dummy-counter
          p vars)
     (while (setq p (cdr p))
       (or (eq (car-safe (car p)) 'var)
       (setq dummy (math-dummy-variable)
            expr (math-expr-subst expr (car p)
                                  (list 'calcFunc-fitvar
-                                       (- math-dummy-counter first-var)))))
-    (if (< math-dummy-counter (+ first-var v))
+                                       (- math-dummy-counter math-fit-first-var)))))
+    (if (< math-dummy-counter (+ math-fit-first-var v))
        (setq dummy (math-dummy-variable))) ; dependent variable may be unnamed
     (setq y-dummy dummy
          orig-expr expr)
                  (setq sigmasqr (math-add (math-sqr (nth 2 xval))
                                           (or sigmasqr 0))
                        xval (nth 1 xval))))
-           (set (nth 2 (aref math-dummy-vars (+ first-var j))) xval)
+           (set (nth 2 (aref math-dummy-vars (+ math-fit-first-var j))) xval)
            (setq j (1+ j)))
 
          ;; Compute Y value for this data point.
                    xy-values (cdr xy-values)))))
 
       ;; Convert coefficients back into original terms.
-      (setq new-coefs (copy-sequence beta))
-      (let* ((bp new-coefs)
+      (setq math-fit-new-coefs (copy-sequence beta))
+      (let* ((bp math-fit-new-coefs)
             (cp covar)
             (sigdat 1)
             (math-in-fit 3)
                          (math-sqrt (math-mul (nth (setq j (1+ j))
                                                    (car (setq cp (cdr cp))))
                                               sigdat))))))
-       (setq new-coefs (math-evaluate-expr coef-filters))
+       (setq math-fit-new-coefs (math-evaluate-expr coef-filters))
        (if calc-fit-to-trail
-           (let ((bp new-coefs)
+           (let ((bp math-fit-new-coefs)
                  (cp coefs)
                  (vec nil))
              (while (setq bp (cdr bp) cp (cdr cp))
                    (setq vec (cons (list 'calcFunc-fitparam n) vec)
                          n (1- n)))
                  vec)
-               (append (cdr new-coefs) (cdr vars))))
+               (append (cdr math-fit-new-coefs) (cdr vars))))
 
     ;; Package the result.
     (math-normalize
 (defun calcFunc-fitvar (x)
   (if (>= math-in-fit 2)
       (progn
-       (setq x (aref math-dummy-vars (+ first-var x -1)))
+       (setq x (aref math-dummy-vars (+ math-fit-first-var x -1)))
        (or (calc-var-value (nth 2 x)) x))
     (math-reject-arg x)))
 
 (defun calcFunc-fitparam (x)
   (if (>= math-in-fit 2)
       (progn
-       (setq x (aref math-dummy-vars (+ first-coef x -1)))
+       (setq x (aref math-dummy-vars (+ math-fit-first-coef x -1)))
        (or (calc-var-value (nth 2 x)) x))
     (math-reject-arg x)))
 
 (defun calcFunc-fitdummy (x)
   (if (= math-in-fit 3)
-      (nth x new-coefs)
+      (nth x math-fit-new-coefs)
     (math-reject-arg x)))
 
 (defun calcFunc-hasfitvars (expr)
     (sort (mapcar 'car vars)
          (function (lambda (x y) (string< (nth 1 x) (nth 1 y)))))))
 
+;; The variables math-all-vars-vars (the vars for math-all-vars) and
+;; math-all-vars-found are local to math-all-vars-in, but are used by 
+;; math-all-vars-rec which is called by math-all-vars-in.
+(defvar math-all-vars-vars)
+(defvar math-all-vars-found)
+
 (defun math-all-vars-in (expr)
-  (let ((vars nil)
-       found)
+  (let ((math-all-vars-vars nil)
+       math-all-vars-found)
     (math-all-vars-rec expr)
-    vars))
+    math-all-vars-vars))
 
 (defun math-all-vars-rec (expr)
   (if (Math-primp expr)
       (if (eq (car-safe expr) 'var)
          (or (math-const-var expr)
-             (if (setq found (assoc expr vars))
-                 (setcdr found (1+ (cdr found)))
-               (setq vars (cons (cons expr 1) vars)))))
+             (if (setq math-all-vars-found (assoc expr math-all-vars-vars))
+                 (setcdr math-all-vars-found (1+ (cdr math-all-vars-found)))
+               (setq math-all-vars-vars (cons (cons expr 1) math-all-vars-vars)))))
     (while (setq expr (cdr expr))
       (math-all-vars-rec (car expr)))))
 
+;;; arch-tag: ff9f2920-8111-48b5-b3fa-b0682c3e44a6
 ;;; calcalg3.el ends here