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TABLE 9 TOWBOAT COST REGRESSION RESULTS • r 2 = .85 Sample Size = 266 Standard Error of Estimate = 0.14883 Intercept =.-0.36759 Variable Name Mean Kort Nozzles 0.60150 Towboat Age 1956 - 1960 1951 - 1955 Be<strong>for</strong>e 1950 0.27820 0.21053 0.33835 Regression Coefficient - -0.07181 -0.03936 0.01693 0.06774 t -Value -2.96398 -0.92493 0.44163 1.98602 River Districts 2 , (percent ties m 10 ) . Chicago Port 0.08023 0.01841 0.25051 Tennessee 0.00598 0.18884 . 0.46628 West Intercostal Canal 0.02857 -0.16024 -1.63870 East Intercostal Canal 0.00241 -1.21041 -1,45835 Gulf of Mexico 0.01857 -0.07897 ' -0.83839 Cairo to St. Louis , 0.06481 , -0..18085 -1.44655 ' St. Louis to Grafton 0.00402 0.82517 0.87359 Cairo to Mouth of. Mississippi 0.18763 0.03639 0.57067 Cincinnati to Cairo 0.04395 ' 0.06897 0.50527 Dam 23 to Cincinnati 0.03207 0.17160 0.81126 Pittsburgh to Dam 23 0.04797 6.00230 0.62480 Port of Pittsburgh 0.00526 1.37323 0.69112 St. Louis to Minnesota 0.07530 0.01127 0.15281 • Dam 23 to Cairo . 0.08252 -0.07361. -0.87499 Kanawha River ' 0.00752 ' 0.04017 0.25541 Monongahela 0.00421 0.35108 0.48631 Missouri 0.00361 0.64024 1.09926 Unit Tow Movement . 0.06177 0.23119 3.84230 Kanawha to Monaca 0.04241 -0.20394 -0.67019 Missouri to Ohic, to Tennessee 0.01410 0.23829 0.60023 Company Dummy Variables Company 1 Company 2 Company 3 Company 4 Company 5 log io Horsepower (tiles log io EBM (times 10- ) Dependent Variable: log io Cost/EBM (times. 10 0) 0.19820 • -4 0.11654 -0.03766 • -062727 0.19173 0.15438 3.80294 0.02632 0.19398 2.91415 0.18421 -0.00853 -0.19389 • 0.01880 -0.3126 -0.81462 -0.61664 -026136 -2.23274 -0.73099 -0.53895 -19.21339 76 '
• ,,, • .. -Excluded Variables Yearly Dummy Variables None Towboat Dummy Age Variables .' None . River District Percentages None Firm Dummy Variables None TABLE 10 F-TESTS FOR TOWBOAT COST REGRESSIONS ' Degrees Of Mean Freedom 1511E2. _ . 4 230 20 230 .02132 .02216 3 .09292 230 . .02216 .05551 .02216 F-Value (Significance Level) 0.962I (Not Significant) 4.1931 (.99) ' 25051 (.99) 5 .11424 5.1550 230 .02216 (.99) 77
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c,q /kao, PROPERTY OF THF H S. GOVE
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INSTITUTE FOR WATER RESOURCES In 19
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NORTHWESTERN UNIVERSITY AN ECONOMET
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ACKNOWLEDGMENTS LIST OF FIGURES •
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Figure FIGURES Page 3.1 Two-Market
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Table Page 4.12 Rail Rate Regressio
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Table 4.A.5 Rate Regression Rail Qu
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This paper presents an economic mod
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All transport modes are designed to
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CHAPTER II REVIEW OF THE LITERATURE
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The first significant generalizatio
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artificially contrived solution met
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trannportnLion, thin neglect ham cP
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to the mode under consideration, cr
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that even if the reasoning is 'corr
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competition, that is where the qual
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His estimating process is divided i
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Table 2.1 COMMODITIES CARRIED ON TH
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- 15 In a recent volume on the de=a
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aggregation over regions for each c
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for each of the modes under the ass
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ail rates, and here he encountered
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had statistical significance; howev
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flows with actual shipments. 21 The
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CHAPTER III THE TWO-MARKET MULTI-MO
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the market price in A it is obvious
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P b P o P a T r 0 Fig. 3.4 -- Equil
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for all quantities, we conceive of
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0 (3.6.A) (3.6.B) Q 2 Fig. 3.6 -- T
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• Q2 Qi Q0 Fig. 3.7 -- Two-Mode M
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preference. He pays money today for
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Situation II: Producer Ownership. T
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little consideration will reveal th
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considered these costs in several f
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Then, to calculate the rate of chan
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(T1) (T2) The effect upon Q of an i
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(3.A.7) (3.A.8) APPENDIX A TO CHAPT
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(3.A.17) (3.A.18) ■FQ 5-(43-- -7,
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term more negative and, since it is
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and its inverse (3.B.8) T c • C(Q
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Now, going back to equation (3.3.7)
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APPENDIX C TO CHAPTER THREE The Two
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product to be transported, Q1 units
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(3.C. 3) ,(3.C.6) The monopolist's
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To obtain the greatest profits, the
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.1., OA The sign of — is only sli
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(4.11) (4.12) (4.13) (4.14) 111 Tc
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(4.26) (4.27) (4.28) (4.29) (4.30)
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The tons figure is the total tonnag
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Since the aim of this study is to e
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Distance ' Quantity Rate Eq. (4.33)
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Distance Quantity Rate Eq. (4.33) (
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Distance Quantity Rate Eq. , Source
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Distance Quantity Rate . Eq. Distan
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where R E average, revenue received
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• Table 4.8 332.42 808.54 478.58
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269.02 931.44 900.75 0.98 0.98 0.97
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Table 4.12 RAIL RATE REGRESSIONS FI
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1. date of the freight bill. 2. ori
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(4.41) Rik ■ 0 30 + 0 31 Mik + 0
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making is usually taken to refer to
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Total 728 79,603 Reduction due to m
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Source of Variance Total Reduction
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there is a wide difference between
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All Commodity Classes. Table 4.20 c
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Source of Variance Total 100 599,25
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Intercept Distance Quantity Density
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Intercept Distance Quantity Density
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stability and density showed very l
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groups into STCC commodity groups,
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The reduced form of this system is
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Exogenous , Changes(X) Transport de
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the quantity of commodity k transpo
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Regression Distance < 200 mi. Rail
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Regression Distance Rail Motor Dist
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increase with distances. This is ra
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Table 4.33 contains the derived rat
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Sample Regression Size Intercept M2
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Mode Int. Mode Sample Size Rate Tab
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Mode Sample Size Table 4.38 STCC 32
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Sample Regression Size Intercept Di
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Table 4.42 STCC 37 - TRANSPORTATION
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the three-mode model. Table 4.43 di
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Summary of the Empirical Results In
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Table 4.45 FREIGHT RATE DATA ANALYS
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Commodity Group II III IV V Total C
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Group Mode . I Truck Rail Water /I
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shipments. After a lengthy analysis
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for Group III is positive, large an
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of the underlying structural parame
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Table 4.49 DEMAND REGRESSIONS FINAL
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• supply The model assumes that t
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Commodity Group Table 4.50 DEMAND A
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APPENDIX A TO CHAPTER FOUR The Effe
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Table 4.A.2 RATE REGRESSION RAIL QU
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Table 4.A.4 RATE REGRESSION RAIL QU
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The overall tendency appears to be
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CHAPTER V SUMMARY AND CONCLUSIONS R
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theoretical basis for their empiric
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competitive industries. Applying th
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in the appendix to that chapter. Th
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BIBLIOGRAPHY Baumol, W. J., "Calcul
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United States Department of Commerc
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NORTHWESTERN UNIVERSITY A MODEL OF
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CHAPTER IV EMPIRICAL RESULTS . Page
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. INTRODUCTION Our goal is to study
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Other studies have been done by the
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. Recently air freight has grown aw
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• For instance, suppose a firm ha
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eceive the same criticisms as above
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Per Cent WA Decrease From Current L
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• Cargo . Brewer's analysis depen
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A different type of approach, is ta
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These substantial estimates of elas
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and the consumption points. These a
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Initially, the determinants of a fi
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axis. Q is the quantity the firm wo
Page 235 and 236:
Arc elasticity of the associated tr
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• same A*es (-p)/-11 Skto 4441.
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Suppose that the range of one choic
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is better than getting P 2 tomorrow
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A, At the kink P . Any_further rais
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market price; or inventory costs ma
Page 247 and 248:
The shipper must pay a transport bi
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quantity transported of Z decreases
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The analysis yields a downward slop
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of each market and calculates each
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If more consumption points ,are add
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or ( 5 1) . 1. Q-14.)4 `("P)EXarg (
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4. 0 -A? 040- Net MR 1 0 so. Ira."
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To determine the demand curve for t
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I • The above equations (1-4) wer
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(I). 1■1 (7). Id. (8). •a 0.0.1
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• goods arrive (so that Q A+Q S g
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k The optimal amounts of QA and Q s
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it has been used in economics. Basi
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An analogous relationship exists fo
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• • (11). Now a probability dis
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--_.—..---...........AawmarA D SA
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, (1). APPENDIX TO CHAPTER III SENS
Page 281 and 282:
decreases. Proper choice of P rA (X
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products, have different cost funct
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The above data falls short of the q
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lower than air rates. It rises more
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One of the objectives of the study
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a. Regression equation TABLE IV-1 r
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significant. 8 It was, therefore, d
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in large tonnages tend to have a lo
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T .A T ° S Highest value per pound
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. In addition, only the smallest qu
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Here the deviations are zero. The r
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certain range, the demand estimates
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expected as goods in the discrimina
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• BIBLIOGRAPHY [1] Air Cargo Maga
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[24] 2 Study of the Possibilities f
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[42] Dawson, Michael, "A Technique
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[62] Gorham, G., Sealy, K.R. 1 and
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■•■•■■•••••
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[100] Richards, Anthony, The Role o
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[120] Traffic World Marketing Study
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! i \ NORTHWESTERN UNIVERSITY FREIG
Page 323 and 324:
While working on this dissertation
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BIBLIOGRAPHY Anderson, T.W. "An Int
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VITA MICHEL VINCENT BEUTHE Born in
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of cost iv iazroduced at once along
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In the present theoretical formulat
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It is possible to generalize this m
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however, because of their nature, t
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ij xo ij ,Diagram 3, . 0 X ij of th
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equal to+ where E is the median of
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CHAPTER II Discrimination With One
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which is,.in this case, the only q
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Notc that the first subscript of a.
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I .' 1) (22) P 1 (X) = (25) Therefo
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(34) P 2 (X) (36) 1 = 1 a b c ' and
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CHAPTER III An Application - Corn T
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time the draft is honored by the co
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2. Critique of the Data. We must no
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made through questionnaires to coun
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we can still hope to obtain satisfa
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common and contract carriers are co
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Table II. Rail Time Regressions: Ti
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3. The Statistical Results. After t
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Table IV gives the discriminant fun
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February non-weighed July weighed T
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the binary problems, when the choic
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Table VII Probabilities that an obs
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Table VIII, Probability of Correct
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significantly different from the 'n
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-X _21 5.15 L4.45 TRUCK RAIL lalm
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CHAPTER IV. A Predictive Model of R
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C ab /C a is smaller than one, the
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II. Rail-Water Competition: One Por
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Until now, no attention has been pa
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9 ) (Z a - kZ b ) = C w /C r Zab +
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shipper. In the reality of competit
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DIAGRAM 5 For the most interesting
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DIAGRAM 7 waterway may be numerous.
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Note the restriction of Y to its ab
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the road-water route. In (24) C t (
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Squaring both sides, one obtains an
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interesting expressions. However, t
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CHAPTER V. This chapter attempts to
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TOTAL . COST D = -(L r - L t ) 2 Th
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2. Two Markets Model. subject --co
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X 0, X 2 - 0. It can readily be see
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the river does not have any --, but
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:sLY: x rail 0 truck 0 rail and tru
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'NLY: K rail 0 truck 0 rail and tru
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Table XI. Rail Rates Regressions: C
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mileages. The reason why this ratio
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Table XIII. Boundary Equations. Wat
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DIAGRAM 21 Figure T shows the actua
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truck sample is small ( 148 origins
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In this application of the spatial
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NORTHWESTERN UNIVERSITY LIBRARY Man
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in the dissertation. In addition, h
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Analysis of Tow in Motion 66 Introd
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Table • TABLES Statistical Result
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deepening or widening the channel,
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lines and isoquants. This locus is
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limited to the cost and production
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problem because engineers also atte
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are ignored. Making sure that the r
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variables, the form of the basic re
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family of cost curves obtained in t
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economies of scale exist in ihe tra
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in which R = resistance, in taw-rop
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(2)marginal productivity of the boa
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conditions are not always met in pr
Page 461 and 462:
production relationship, e.g., a ma
Page 463 and 464:
Howe's production and planning mode
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of the barge coefficient seemed to
Page 467 and 468:
1962 counterparts. However, only (1
Page 469 and 470:
A 10 peicont increase in all inputs
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proportion of constant costs. Typic
Page 473 and 474:
In short, cost was estimated as a f
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o f cars, etc.). Each is then multi
Page 477 and 478:
haul. The variable (Z/X) was used i
Page 479 and 480:
In the switching process--which con
Page 481 and 482:
defined to be the percentage change
Page 483 and 484:
other production analysis of rail i
Page 485 and 486:
of transportation, the inputs contr
Page 487 and 488:
It will be convenient to define T f
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vchicles, is considered to be a poi
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F t (v) = B/v. 6 Therefore, the equ
Page 493 and 494:
The graphical expression of Equatio
Page 495 and 496:
And the distance traveled, D c , du
Page 497 and 498:
CHAPTER IV LINEHAUL PROCESS FUNCTIO
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Form of Process Function The proces
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particular . trip', that tonnage ma
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ostimated from a capacity cable for
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The function was originaliy fit by
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were greater than 11 miles per hour
Page 509 and 510:
effective-push functions will be ex
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ilotilla. These assumptions will no
Page 513 and 514:
Upon testing the hypotheses indicat
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for in the first case tows were sem
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a 0 / V I HP 3000 - 12 - 225 • H
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3.5 3.0 1.5 5.. 2.0 7, 4.0 ■•
Page 521 and 522:
A final note concerning the effect
Page 523 and 524:
predict the time required for trave
Page 525 and 526:
Given the tonnage, 0, to be carried
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existence. For example, the locks o
Page 529 and 530:
If all locks on the waterway arc tr
Page 531 and 532:
loaded ones in 1950; therefore p is
Page 533 and 534:
T L -2; Single Double Locking Locki
Page 535 and 536:
u T L 1 Table 4.7 INDIVIDUAL AND SY
Page 537 and 538:
it would leave the system. Alternat
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The government should incur the cos
Page 541 and 542:
I si,:e was 3.1 bares. The small av
Page 543 and 544:
To simplify the analysis all delay-
Page 545 and 546:
characteristics and delays. Therefo
Page 547 and 548:
Equation (4.37) divides the total :
Page 549 and 550:
Xore confidence may be attached to
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Recapitulation of Tow Linehaul Proc
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function. The difference beiween th
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S -, speed of water, in miles per h
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y the above analysis, but for more
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econoinic analysis of the rail linc
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deceleration, Equation (3.8). Moreo
Page 563 and 564:
Then the cargo weight of the ith ca
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(4, 6, or 8), the weight of the loc
Page 567 and 568:
Analysis of Train in Motion Introdu
Page 569 and 570:
and F(v) = 1.3w c + 29a 0.045w c v
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Adiustment for Grade and Curvature.
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Curve resistance, like grade resist
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F . 0 VI Fd(v) F (v) t Fig. 5.1 --
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and (5.26), and 2-miles-per-hour sp
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per trip into several components, e
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N t = number of trains on a given r
Page 583 and 584:
Table 5.1 STATISTICAL ANALYSIS OF T
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Each of the terms V f and C represe
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nowever, in the case of the rail li
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-, 1 9, D 0 ,- ._ 200 ! i 175 '—
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Horsepowe r ( in t hou sa n ds ) 3
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exceeded 6,000 horsepower, for at p
Page 595 and 596:
Curvatures of greater than 5 degree
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hohavior of rail costs. First, the
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eing charged at the higher rate. Th
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2. If train speed is greater than o
Page 603 and 604:
maximula attainable horsepower of t
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price for each locomotive unit from
Page 607 and 608:
I L' is given by (0.5)($94HP L - $4
Page 609 and 610:
Figure 5.4 displays a set of short-
Page 611 and 612:
Economics of scale, in fact, seem t
Page 613 and 614:
Tab1e 5.8 LONG-RUN MARGINAL COST OF
Page 615 and 616:
obtained this way may then be added
Page 617 and 618:
The estimating methods for each of
Page 619 and 620:
Cos t per ton -mi le (m ;1 1s ) 7.2
Page 621 and 622:
CHAPTER VI SUMMARY AND CONCLUSIONS
Page 623 and 624:
eached for acceleration, which take
Page 625 and 626:
wide range of output would have to
Page 627 and 628:
Isoquants between car and locomotiv
Page 629 and 630:
eported in the dissertation will in
Page 631 and 632:
10. M. Bronfenbrenner and P. H. Dou
Page 633 and 634:
13. A. V.ctor Cabot and Arthur P. H
Page 635 and 636:
7. There are in fact three differen
Page 637 and 638:
26. Eric Bottoms, "Practical Tonnag
Page 639 and 640:
19. Hay, An Introduction to Transpo
Page 641 and 642:
BIBLIOGRAPHY American Railway Engin
Page 643 and 644:
Howe, Charles M... "Methods for Equ
Page 645 and 646:
Soberman, Richard. "A Railway Perfo
Page 647 and 648:
NORTHWESTERN UNIVERSITY ESTIMATION
Page 649 and 650:
TABLE OF COIMETS Page Chapter I. In
Page 651 and 652:
CHAPTER I INTRODUCTION AND REVIEW O
Page 653 and 654:
On the other hand, the statistical
Page 655 and 656:
and capital Outlays are also treate
Page 657 and 658:
TABLE 1 SUMMARY ESTIMATES OF RAILRO
Page 659 and 660:
C (X) FIGURE • ■ 9
Page 661 and 662:
The effects of two types of classif
Page 663 and 664:
egression equations will produce bi
Page 665 and 666:
S = speed in miles per hour W = wid
Page 667 and 668:
(6) S = h(HP, L, B, H, D, W) The ac
Page 669 and 670:
stock which remains idle. Under the
Page 671 and 672:
The planning function also exhibite
Page 673 and 674:
Of the production functions, (13, 1
Page 675 and 676: sources of data. Despite the use of
Page 677 and 678: The reader should note several them
Page 679 and 680: from variations in rates based on v
Page 681 and 682: service the firm would want to set
Page 683 and 684: oat output, or effort, is not propo
Page 685 and 686: this level of disaggregation are ex
Page 687 and 688: CHAPTER III A STATISTICAL PRODUCTIO
Page 689 and 690: A second way of generating data inv
Page 691 and 692: variables, even if it is not accura
Page 693 and 694: Three major inland waterway firms p
Page 695 and 696: from changing depth or stream flow.
Page 697 and 698: made for each. (In the log-linear r
Page 699 and 700: •Ps Variable Name Riven Districts
Page 701 and 702: Variable Name River Districts Port
Page 703 and 704: La Variable Name River Districts TA
Page 705 and 706: Variable Name River Districts TABLE
Page 707 and 708: t..n .....1 TABLE 6 . . VARIABLE ME
Page 709 and 710: A. Linear Regression (Arithi.etic M
Page 711 and 712: are roughly comparable across all c
Page 713 and 714: termed "labor embodied technologica
Page 715 and 716: TABLE 8 COMPANY ONE LINEAR REGRESSI
Page 717 and 718: the other monthly coefficients indi
Page 719 and 720: CHAPTER IV AN ANALYSIS OF DIRECT TO
Page 721 and 722: with the use of dummy variables. To
Page 723 and 724: A more direct method, and the one e
Page 725: . cost In using; for example, , cro
Page 729 and 730: 200,000 EBM per year) comes to abou
Page 731 and 732: Form C weights have limited accurac
Page 733 and 734: study as to the level of output to
Page 735 and 736: The firm in the sample operates a l
Page 737 and 738: would tend to be slightly higher co
Page 739 and 740: 3. other bulk 4. petroleum products
Page 741 and 742: In addition, river districts with s
Page 743 and 744: where: Cost = annual total direct b
Page 745 and 746: 1964 1965 Variable Name Barge Type
Page 747 and 748: TABLE 13 F-TESTS FOR BARGE COST REG
Page 749 and 750: tend to rise with increases in barg
Page 751 and 752: ing is quite consistent with a prio
Page 753 and 754: TABLE 16 PERCENT COMMODITY REGRESSI
Page 755 and 756: arge was to ship one more commodity
Page 757 and 758: 1 are the costs of operating and ma
Page 759 and 760: preparation of barges is necessary
Page 761 and 762: estimated was the same for all thre
Page 763 and 764: TABLE 17 DIRECT BARGE EXPENSE r 2 =
Page 765 and 766: Variable Name TABLE 19 TERMINAL EXP
Page 767 and 768: considerable growth in the past twe
Page 769 and 770: also be used in conjunction with di
Page 771 and 772: to an already scheduled tow). Two k
Page 773 and 774: The terminal results are quite tent
Page 775 and 776: The five firms in the sample repres
Page 777 and 778:
sure the extent of this activity, a
Page 779 and 780:
1 linear form of- the functions hav
Page 781 and 782:
C. Net Tons of Barge Capacity TABLE
Page 783 and 784:
Indirect cost is the same for towbo
Page 785 and 786:
A. Total Horsepower TABLE 22 CROSS
Page 787 and 788:
1 .‘ A. Total Horsepower TABLE 23
Page 789 and 790:
to scheduling. In addition, we obse
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:CHAPTER VII SUMMARY AND CONCLUSION
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the coefficients of the dummy varia
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. The coefficients of the dummy var
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Supporting results for neutral tech
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port agencies. A considerable amoun
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I to inland waterway operators, sin
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Footnotes--Continued 7 Howe, Jan.,
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Footnotes--Continued This is also w
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Bibliography--Continued Interstate
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UNCLASSIFIED Security Classificatio
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Q2 Z2,(Q2) Z2(Q2) - Institute for Water Resources - U.S. Army

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