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Home/ Questions/Q 8252859
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Editorial Team
  • 0
Editorial Team
Asked: June 8, 20262026-06-08T00:40:43+00:00 2026-06-08T00:40:43+00:00

I would like to make stat_smooth to fit a line using only the data

  • 0

I would like to make stat_smooth to fit a line using only the data from specified ranges, in other words, I want stat_smooth to fit a line between x(0,99), x(100,199) and x(199,299).

I managed to get fairly close using facet_grid as follows:

ggplot(avtimes3, aes(x=trial, y=ttime, colour=factor(id))) +
facet_grid(. ~ brk, scales = "free") +
geom_vline(xintercept = short_bks, colour="red") +
geom_vline(xintercept = long_bks, colour="green") +
geom_point() + 
geom_point(shape=21, fill="white")+
opts(title=titl) +
ylab("Time taken (ms)") +
xlab("Trial No.")+
stat_smooth(method="loess") 

But it plots lots of empty space on each grid. I haven’t been able to find a way of removing it.

The other partial solution I took from another post included creating a group for the ranges, but that doesn’t seem to respect the factors passed to qqplot.

ggplot(avtimes3, aes(x=trial, y=ttime, colour=factor(id))) +
geom_vline(xintercept = short_bks, colour="red") +
geom_vline(xintercept = long_bks, colour="green") +
geom_point() + 
geom_point(shape=21, fill="white")+
opts(title=titl) +
ylab("Time taken (ms)") +
xlab("Trial No.")+
stat_smooth(method="loess", aes(group=brk)) 

Any help on how to get this to work?
Thanks!

The data:

> dput(avtimes3)
structure(list(trial = c(0, 0, 1, 1, 2, 2, 3, 3, 4, 4, 5, 5, 
6, 6, 7, 7, 8, 8, 9, 9, 10, 10, 11, 11, 12, 12, 13, 13, 14, 14, 
15, 15, 16, 16, 17, 17, 18, 18, 19, 19, 20, 20, 21, 21, 22, 22, 
23, 23, 24, 24, 25, 25, 26, 26, 27, 27, 28, 28, 29, 29, 30, 30, 
31, 31, 32, 32, 33, 33, 34, 34, 35, 35, 36, 36, 37, 37, 38, 38, 
39, 39, 40, 40, 41, 41, 42, 42, 43, 43, 44, 44, 45, 45, 46, 46, 
47, 47, 48, 48, 49, 49, 50, 50, 51, 51, 52, 52, 53, 53, 54, 54, 
55, 55, 56, 56, 57, 57, 58, 58, 59, 59, 60, 60, 61, 61, 62, 62, 
63, 63, 64, 64, 65, 65, 66, 66, 67, 67, 68, 68, 69, 69, 70, 70, 
71, 71, 72, 72, 73, 73, 74, 74, 75, 75, 76, 76, 77, 77, 78, 78, 
79, 79, 80, 80, 81, 81, 82, 82, 83, 83, 84, 84, 85, 85, 86, 86, 
87, 87, 88, 88, 89, 89, 90, 90, 91, 91, 92, 92, 93, 93, 94, 94, 
95, 95, 96, 96, 97, 97, 98, 98, 99, 99, 100, 100, 101, 101, 102, 
102, 103, 103, 104, 104, 105, 105, 106, 106, 107, 107, 108, 108, 
109, 109, 110, 110, 111, 111, 112, 112, 113, 113, 114, 114, 115, 
115, 116, 116, 117, 117, 118, 118, 119, 119, 120, 120, 121, 121, 
122, 122, 123, 123, 124, 124, 125, 125, 126, 126, 127, 127, 128, 
128, 129, 129, 130, 130, 131, 131, 132, 132, 133, 133, 134, 134, 
135, 135, 136, 136, 137, 137, 138, 138, 139, 139, 140, 140, 141, 
141, 142, 142, 143, 143, 144, 144, 145, 145, 146, 146, 147, 147, 
148, 148, 149, 149, 150, 150, 151, 151, 152, 152, 153, 153, 154, 
154, 155, 155, 156, 156, 157, 157, 158, 158, 159, 159, 160, 160, 
161, 161, 162, 162, 163, 163, 164, 164, 165, 165, 166, 166, 167, 
167, 168, 168, 169, 169, 170, 170, 171, 171, 172, 172, 173, 173, 
174, 174, 175, 175, 176, 176, 177, 177, 178, 178, 179, 179, 180, 
180, 181, 181, 182, 182, 183, 183, 184, 184, 185, 185, 186, 186, 
187, 187, 188, 188, 189, 189, 190, 190, 191, 191, 192, 192, 193, 
193, 194, 194, 195, 195, 196, 196, 197, 197, 198, 198, 199, 199, 
200, 200, 201, 201, 202, 202, 203, 203, 204, 204, 205, 205, 206, 
206, 207, 207, 208, 208, 209, 209, 210, 210, 211, 211, 212, 212, 
213, 213, 214, 214, 215, 215, 216, 216, 217, 217, 218, 218, 219, 
219, 220, 220, 221, 221, 222, 222, 223, 223, 224, 224, 225, 225, 
226, 226, 227, 227, 228, 228, 229, 229, 230, 230, 231, 231, 232, 
232, 233, 233, 234, 234, 235, 235, 236, 236, 237, 237, 238, 238, 
239, 239, 240, 240, 241, 241, 242, 242, 243, 243, 244, 244, 245, 
245, 246, 246, 247, 247, 248, 248, 249, 249, 250, 250, 251, 251, 
252, 252, 253, 253, 254, 254, 255, 255, 256, 256, 257, 257, 258, 
258, 259, 259, 260, 260, 261, 261, 262, 262, 263, 263, 264, 264, 
265, 265, 266, 266, 267, 267, 268, 268, 269, 269, 270, 270, 271, 
271, 272, 272, 273, 273, 274, 274, 275, 275, 276, 276, 277, 277, 
278, 278, 279, 279, 280, 280, 281, 281, 282, 282, 283, 283, 284, 
284, 285, 285, 286, 286, 287, 287, 288, 288, 289, 289, 290, 290, 
291, 291, 292, 292, 293, 293, 294, 294, 295, 295, 296, 296, 297, 
297, 298, 298, 299, 299), id = c(1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 2, 1.5, 
2), ttime = c(2564, 2050.5, 2204.75, 2060.625, 2266.125, 1880.125, 
2224.25, 2067, 2215.375, 2199.25, 2333.375, 2434.625, 2278.875, 
2102, 2104.5, 2049, 2336.125, 2159.5, 2110.625, 2082.875, 2197.5, 
2136.5, 2107.375, 2025, 2342, 2289.875, 2106.25, 2146.75, 2187.25, 
2104.875, 2151.375, 2246.375, 2143.75, 2091.625, 2129.625, 2163.875, 
2132.5, 2265.25, 1959, 2054.25, 2205.5, 2033, 1992.875, 1965.625, 
1983.875, 1973.75, 1953.625, 1936.375, 2012.25, 2106.75, 2115, 
2195.375, 2210.875, 2097.625, 2016.25, 2084.375, 2005.25, 2250.875, 
2352.875, 2217.625, 2141.75, 2154.375, 2181.625, 2083.5, 2103.5, 
1959.5, 2020.75, 2255.25, 2039.125, 2144.125, 2216.125, 2216.125, 
2014.125, 2234.625, 1975.625, 2289, 2035.5, 2058.25, 2039.5, 
2222.5, 2013.125, 2156.375, 1896.375, 1990.875, 2014.125, 2030.625, 
1928.875, 2021, 2013, 2001.5, 1940.625, 2029.375, 2075.5, 2179.375, 
1991, 2292.25, 2020.375, 2065.375, 2007.375, 2192.5, 1954.25, 
2128.5, 1949.875, 2240.25, 2119.375, 2011.625, 1984.875, 2182, 
1955.375, 2010.5, 1924.5, 2043.25, 2033, 2183.375, 2075.75, 2011.375, 
1969.625, 2002.375, 1921.5, 2111.875, 1951, 2103, 1780.375, 1935.75, 
1930.75, 2044.375, 1892.25, 2128.75, 1973.875, 1992.625, 1920.625, 
2093, 2047.875, 2285.625, 1968, 2208.375, 2021.25, 2079.375, 
1988.75, 2147.875, 1989, 2026.25, 1873.25, 2084.75, 2010.25, 
2163.25, 1960.125, 1987.125, 2043.75, 2154.875, 2188.25, 2402.625, 
2101.625, 2019.625, 2447.5, 1996.125, 2009.875, 2037.625, 2195.5, 
2123.875, 1986.625, 2093, 1793.125, 1858.125, 1862.625, 1895.5, 
1806, 1951.5, 1784.625, 2041.625, 1868.625, 2095.25, 1946.125, 
1930.75, 2010.5, 2179.375, 1903.875, 2049.25, 1958.125, 2053.75, 
2016.75, 2057.875, 1898.875, 2196.875, 1939.75, 2265.875, 2090.875, 
2187.875, 2082.75, 2089.125, 1904, 2303.25, 1982.125, 2094.375, 
2205.625, 2259.25, 2018.5, 1882.25, 1978.125, 1901.625, 1834.5, 
2019.375, 1802.125, 1929.875, 1700.75, 2019, 1691.125, 1959.375, 
1774.375, 2138.375, 1751.25, 2036.125, 1808.5, 2138, 1848, 2109.75, 
1823.125, 2001, 1923, 2057.125, 1827.5, 1877.375, 1823.125, 1860.25, 
1742.875, 2047.625, 2018.125, 2016.125, 1799, 2095.25, 1735.25, 
1951, 1776.625, 2057.125, 1726.125, 2068.5, 1806, 2107.875, 1774.375, 
1956, 1920.75, 1943.25, 1714.125, 1756.125, 1789.25, 1941.125, 
1734.125, 2195.375, 1788.375, 2005.375, 1832.5, 1861, 1830.25, 
2263.625, 1903.75, 2090.375, 2015.875, 2019.25, 1807.375, 2143.375, 
1882.5, 1901.75, 1897.125, 1866.75, 1943.125, 1943.875, 1818.75, 
2089.5, 1818, 1992.875, 1910.25, 1855.125, 1825.5, 1850.25, 1881.125, 
1953.625, 1840.25, 2119.25, 1745.25, 2045.5, 1767.625, 2019.875, 
1759.5, 1876.125, 1667.875, 1948, 1767.125, 2046.25, 1721, 1984.5, 
1842.875, 2300.125, 1726.625, 2252.875, 1718.75, 1983.625, 1842.375, 
2165.125, 1932, 2154.375, 1746.125, 1936.75, 1920.625, 2056.25, 
1854.375, 2022.125, 1973.625, 2064.25, 1883.5, 2077.375, 2117.25, 
2089, 1759, 2082.875, 1910.75, 1955.75, 1847.375, 1998.25, 1796.375, 
2028.5, 1804.5, 1920.625, 1793.25, 1841.125, 1778.625, 1929.25, 
1742.25, 1988.875, 1805.375, 1982.75, 1797.125, 1963.75, 1682.875, 
2028.25, 1664.375, 2109.5, 1747.625, 1992, 1767.125, 2064.125, 
1740.125, 2083.875, 1952.375, 2007.125, 1763.125, 2050, 1780.25, 
2181.25, 1810.5, 1990.25, 1706.875, 2029, 1715.125, 2211.375, 
1876.375, 2003.625, 1773.5, 1986.75, 1824, 2198.375, 1777.375, 
2075, 1761.25, 1873, 1725.125, 1917.75, 1773.875, 1860.25, 1788, 
1908.625, 1955.375, 1943.875, 1828.5, 1860.5, 1836.25, 2134.5, 
1829.75, 1949.375, 1762, 2058.75, 1736.75, 1908.625, 1816.375, 
2113.625, 1868.125, 2042.625, 1796.375, 2280.5, 1773, 1968.125, 
1885.75, 2136.375, 1784.5, 2103.875, 1785.875, 2296.875, 1782.625, 
1969.125, 1864.75, 2062.5, 1800.75, 2289.75, 1639.5, 2081.75, 
1735.125, 1947.375, 1617.875, 1871.125, 1676.375, 1998, 1685, 
1929.625, 1762.625, 2073.625, 1698.75, 1834.5, 1669, 1858.875, 
1705.625, 2164.625, 1750.125, 1835.875, 1836.25, 1992, 1741.625, 
1874.375, 1810.375, 2140.875, 1819.5, 2277.625, 1779.5, 2054.875, 
1703.375, 1978.125, 1754.625, 1964.875, 1749.875, 1959.625, 1932.875, 
1952.125, 1709.625, 2038.125, 1680.5, 1893, 1664.5, 1961.125, 
1700.25, 1871, 1753, 1889.75, 1724, 1878.875, 1827.375, 1849.25, 
1850.75, 1977.125, 1783.625, 1977.25, 1895.125, 2097.5, 1716.375, 
1985.5, 1675.375, 1845.25, 1764.5, 2089.375, 1766.75, 1848.125, 
1730.125, 1991.5, 1865.375, 2030.875, 1864.625, 1960.875, 1739.25, 
2204.375, 1758.125, 2175.375, 1871.5, 1994.25, 1739.25, 2028.875, 
1646.125, 1958.375, 1709.25, 1914.5, 1638.375, 1965.375, 1691.5, 
2154.375, 1833.75, 1892.375, 1891.625, 1999.25, 1752.75, 1952.5, 
1702.625, 1907.75, 1671.25, 1947.375, 1734.875, 2125.375, 1745.25, 
2145.25, 1756.125, 2095.25, 1707.5, 1939.375, 1738.25, 2102.875, 
1862.375, 2152.875, 1719, 2091.25, 1969.25, 2088.125, 1702.875, 
2231.625, 2007.5, 2087, 1732.625, 1866.625, 1675.875, 1971.625, 
1663.875, 2016.5, 1834, 1927.75, 1777.25, 1995, 2029.125, 2009.5, 
1778.5, 1868, 1711.5, 1820.375, 1706.625, 1911.375, 1850, 2001.625, 
1753.375, 2105.625, 1812.125, 2028.125, 1820.5, 2205.75, 1812.625, 
2238, 1812.125, 2236.25, 1713.375, 2482, 1844.25, 1951.25, 1995.125, 
2108.5, 1873.125, 1977, 1849, 2064.25, 1709.75, 1962, 1844, 1828.5, 
1735.75, 1974.125, 1675, 2147, 1789.75, 2099.875, 1790.5, 2083, 
1713.5, 2250.125, 1930.25, 2321.75, 1742.5, 2189.875, 1840, 2070, 
1823.125, 2027.25, 1782.875, 2344, 1788.875, 2106.25, 1824.75, 
2251.625, 1902.5, 1961.375, 1873.5, 2158.75, 1855.125, 1933.75, 
1825.75, 2001.875, 1887.75, 2002.75, 1945.375, 2230.875), se = c(259.899705930686, 
137.567905310172, 228.087917729734, 172.114158284968, 234.074502600897, 
109.939827292024, 271.704918063696, 195.301781134443, 227.085803284951, 
169.989784356926, 257.363066052332, 353.735067201228, 231.204411529526, 
151.548082893092, 230.22527787241, 188.563933833745, 289.179037319443, 
130.584537478874, 250.616449800715, 90.5208021672367, 192.562883977454, 
178.968373103821, 225.736567192507, 157.087555204096, 222.259179466547, 
189.375330032716, 195.44269803266, 156.734278090568, 222.104443738912, 
155.254449844211, 229.124571350234, 234.785535687055, 214.213407443538, 
136.267454648675, 218.906693878922, 219.006069509826, 181.324098154185, 
198.187568984535, 160.006249877934, 152.706271505603, 280.670689090054, 
147.26276321111, 197.418648480474, 131.188242273133, 184.134989060821, 
117.833531184585, 177.697770857873, 95.0770246957697, 179.782482660098, 
149.204886697071, 143.619164061466, 171.956798717003, 225.56939362264, 
150.268680500248, 233.734415064864, 134.100833264163, 177.509833731623, 
179.588959004802, 302.633231433458, 256.399655776179, 261.114900132927, 
194.266379848099, 233.925960318034, 180.624314136117, 204.312523215923, 
147.377552080169, 190.48347791119, 143.664757334567, 184.82012853235, 
203.166050796949, 199.973965939498, 181.057847652148, 226.143478278409, 
219.701090567226, 192.715458040753, 161.770339856053, 161.292214850651, 
121.259130731316, 209.589053694537, 141.678080772675, 203.257616049542, 
158.180608516702, 146.132393189483, 151.949173539331, 171.350459324492, 
194.983967976491, 127.888265615509, 167.346091336829, 133.506152881217, 
141.716391833428, 110.950912167112, 128.343141825231, 135.5180536207, 
175.427125437561, 133.723194910767, 194.496120967562, 173.14114158892, 
142.659927487414, 199.71273454461, 219.278280469622, 135.405970273523, 
223.876480612477, 155.919786783828, 219.316531687487, 142.123178151409, 
132.259071725048, 131.867823095163, 192.080526268096, 97.3238220544472, 
154.800909004345, 143.230957348114, 172.257049409969, 113.881987789365, 
301.963629402852, 147.572228078321, 145.94690050788, 116.268306930258, 
103.901556687775, 123.388903182464, 217.304134920557, 106.773123959169, 
137.984730004032, 172.231876249516, 166.958479654588, 130.019607037884, 
182.871142914114, 142.971994010815, 203.262387603525, 68.1171358501557, 
215.99462108878, 142.521168540476, 236.726032125143, 124.067728839073, 
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159.275585240084, 89.4242995898925, 208.220816639794, 86.0348766489497, 
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149.213503553992, 103.583978611559, 143.635257000402), brk = c(0, 
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2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2)), .Names = c("trial", "id", 
"ttime", "se", "brk"), row.names = c(NA, -600L), class = "data.frame")
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  1. Editorial Team
    Editorial Team
    2026-06-08T00:40:45+00:00Added an answer on June 8, 2026 at 12:40 am

    If you are talking about the space between facets, you can try this (also note that we do not have short_brks and long_brks so I removed those from your example code). grid is required for the unit function.

    require(ggplot2)
    require(grid)
    
    avtimes3$id <- factor(avtimes3$id)
    ## create and store plot
    p <- ggplot(avtimes3, aes(x=trial, y=ttime, colour=id)) + 
      facet_grid(. ~ brk, scales = "free") + 
      geom_point(shape=21, fill="white") +
      ## remove space between panels    
      opts(panel.margin = unit(0, "lines")) + 
      ylab("Time taken (ms)") + 
      xlab("Trial No.")
    
    
    ## as you had
    p + stat_smooth(method="loess")
    

    scatterplot with loess lines by ID and facet

    ## only one line per facet
    p + stat_smooth(method="loess", aes(colour=NULL))
    

    scatterplot with loess lines by facet only

    Edit: Rereading what you wrote and tried, I think you may want this:

    ## setup plot
    p <- ggplot(avtimes3, aes(x=trial, y=ttime, colour=id)) +  
      geom_point(shape=21, fill="white") + 
      ylab("Time taken (ms)") +  
      xlab("Trial No.")
    
    p + stat_smooth(aes(group = brk), method="loess")
    

    three loess lines on scatterplot no facetting

    The here that differs from what you had before is that the first argument to stat_smooth is mapping, the fifth is method. In R you have two options (maybe more). Either give the arguments in order or explicitly name the arguments. In your second example, you gave the arguments out of order and did not name explicitly like:

    p + stat_smooth(method = "loess", mapping = aes(group = brk))
    

    To get separate lines for each id and grouping by brk is a bit trickier (conceptually). We need the interaction of brk and id. Colouring alone does not work, as it would with most geoms.

    p + stat_smooth(method = "loess", mapping = aes(group = interaction(brk, id)))
    

    scatterplot with loess lines broken down by id and position

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