Geography 226

Lab 7


Difference of Means

Some people use statistics as a drunk uses a lamp post -

for support rather than illumination.

- Andrew Lang -


1. All difference of means test specify that the sample data are drawn from populations that are normally distributed. In the lab questions below, we will assume that our samples meet this requirement. In your own research, what could you do to test or validate whether your data meet this assumption?
 

2. Over-fishing in the Gulf of Thailand has led to increased conflict between commercial and subsistence fishers who are competing for the same resource. Trawlers often damage or destroy squid traps resulting in loss of catch (and income) for the squid trap fishers.

Data were collected from 59 squid trap fishers along the coast of two eastern provinces (or Changwats). Interviews were not conducted near the Cambodian border due to security considerations at the time (i.e. high probability of being shot - practical considerations sometimes take precedence over statistical ones.)

The file Squid.sav contains the following data:

 

Province:

CHA = Changwat Chantaburi
RAY = Changwat Rayong

 

Boat_$:

Cost of boat (baht - one baht = $0.05 CDN)  (FYI only, do not attempt to convert currency)

 

Damage:

Cost of trap repair and replacement (baht)

  1. The squid trap fishers believe that they should have priority over trawlers in the fishing areas as their overhead costs (particularly the cost of their boats) have increased in the past 5 years. In 1993, the average cost of a boat was 4,250 baht. Has the average cost of a boat increased?
     
    Note: Calculate the test statistic by hand, but you may use SPSS to obtain and s.
     
  2. Trawlers usually operate far from shore. When squid trap fishers stay close to shore, conflicts between the two groups are minimal. However, when the two groups overlap, traps are damaged by trawlers, which causes conflicts to intensify. Squid fishers along the coast were asked to estimate the damage caused by the trawlers (based on the cost to repair or replace traps). Is there a difference in damage costs between the two provinces?
     
    Notes:
  3.  

    3. In multi-aged forests, the canopy of older trees shades young trees. The growth of these young trees is often suppressed because they receive little sunlight. If a portion of the canopy is removed (through selective logging or natural process like winter storms), the growth of the young trees may accelerate. The pattern of suppressed and accelerated growth is often seen in the widths of the annual tree rings.

    Selective logging was conducted in the Cowichan Valley in 1993. Tree cores were collected from 15 young trees in 1999. For each tree, ring widths were measured for year 1990 (before logging) and year 1996 (after logging). The data are located in the file Tree.sav.

    As a forestry researcher, you are investigating whether there is a significant increase in tree growth after the canopy is removed. Before canopy removal, the yearly rings were approximately the same width so there was little difference in ring width each year. Therefore, we will use 0 as the known value for comparing the difference before and after logging.

    1. Which test would you use to answer this question? Explain your choice.
       
    2. Conduct the analysis by hand (omit p-values from your analysis). What do you infer?
       

    To learn more about tree ring research, visit the UVic Tree Ring Lab and the Arizona Laboratory of Tree Ring Research.

    Data from: Flaherty, M. and C. Karnjanakesorn. 1993. Commercial and Subsistence Fisheries Conflicts in the Gulf of Thailand: The Case of Squid Trap Fishers. Applied Geography. 13 (3):243-258.
     


     

    Show all your steps for conducting the analyses.
    See the Lab 5 website for the 9 steps for applying an inferential test.
     
    For SPSS instructions, go to the SPSS Help manual
    and click to Statistical Tools
    Compare Means.

    Marking Guide (Total = 32)

    Question

    Mark

    Q1

    2

    Q2

    a

    2

    b

    8

    Q3

    a

    9

    b

    11

     

    © University of Victoria 2000-2001     Geography 226 - Lab 7
    Developed by S. Adams and M. Flaherty     Updated:
    October 8, 2001